Ali Bilgin

Interests

No activities entered.

Courses

Scholarly Contributions

Books

• Pickering, M., & Ryan, M. (2006). Hyperspectral Data Compression. Springer.

Journals/Publications

• Li, Z., Fu, Z., Keerthivasan, M. B., Bilgin, A., Johnson, K., Galons, J., Martin, D. R., & Altbach, M. I. (2021). Rapid high-resolution volumetric T1 mapping using a highly accelerated Inversion-Recovery Radial FLASH technique. Magnetic Resonance Imaging, 79, 28-37.
• Mandava, S., Keerthivasan, M. B., Martin, D. R., Altbach, M. I., & Bilgin, A. (2021). Improving subspace constrained reconstruction for accelerated multi-contrast MR imaging and parameter mapping. Physics in Medicine and Biology, 66(4). doi:10.1088/1361-6560/abd4b8
• Pandey, S., Snider, D., Moreno, W., Ravi, H., Bilgin, A., & Raghunand, N. (2021). Joint Reconstruction of Multiparameter MRI for Imaging Intratumoral Subpopulations. Journal of Magnetic Resonance Imaging.
• Umapathy, L., Guzman Perez-Carrillo, G., Keerthivasan, M. B., Rosado-Toro, J. A., Altbach, M. I., Winegar, B., Weinkauf, C. C., & Bilgin, A. (2021). A Stacked Generalization of 3D Orthogonal Deep Learning Convolutional Neural Networks for Improved Detection of White Matter Hyperintensities in 3D-FLAIR Images. American Journal of Neuroradiology, 42(4), 639-647.
• Umapathy, L., Keerthivasan, M. B., Zahr, N. M., Bilgin, A., & Saranathan, M. (2021). A Contrast Synthesized Thalamic Nuclei Segmentation Scheme using Convolutional Neural Networks. Neuroinformatics. doi:https://doi.org/10.1007/s12021-021-09544-5
• Bilgin, A., Karellas, A., Vedantham, S., Tseng, H. W., & Fu, Z. (2020). A Multi-Slice Residual Dense Network Assisted Sparse-view Reconstruction for Breast Computed Tomography. Scientific Reports.
• Fu, Z., Mandava, S., Keerthivasan, M. B., Li, Z., Martin, D. R., Altbach, M. I., & Bilgin, A. (2020). A Multi-scale Residual Network for Accelerated Radial MR Parameter Mapping. Magnetic Resonance Imaging, 73, 152-162.
• Liu, F., Ahanonu, E. L., Marcellin, M. W., Lin, Y., Ashok, A., & Bilgin, A. (2020). Visibility of Quantization Errors in Reversible JPEG2000. Signal Processing: Image Communication, 84, 115812.
• Umapathy, L., Winegar, B., MacKinnon, L., Hill, M., Altbach, M. I., Miller, J. M., & Bilgin, A. (2020). Fully Automated Segmentation of Globes for Volume Quantification in CT Orbits Images Using Deep Learning. American Journal of Neuroradiology, A6538. doi:DOI: 10.3174/ajnr.A6538
• Bilgin, A., Gurcan, M. N., Tozbikian, G., Marcellin, M. W., Ashok, A., Liu, F., Lin, Y., & Niazi, M. K. (2019). Pathological image compression for big data image analysis: Application to hotspot detection in breast cancer. Artificial Intelligence in Medicine, 95, 82–87.
• Keerthivasan, M. B., Johnson, K., Saranathan, M., Fu, Z., Weinkauf, C. C., Martin, D. R., Bilgin, A., & Altbach, M. I. (2019). An Efficient 3D Stack-of-Stars TSE Pulse Sequence for Simultaneous T2-weighted Imaging and T2 Mapping. Magnetic Resonance in Medicine, 82(1), 326-341.
• Li, Z., Bilgin, A., Johnson, K., Galons, J. P., Vedantham, S., Martin, D. R., & Altbach, M. I. (2019). Rapid high-resolution T mapping using a highly accelerated radial steady-state free-precession technique. Journal of magnetic resonance imaging : JMRI, 49(1), 239-252.
  More info

  T mapping is often used in some clinical protocols. Existing techniques are limited in slice coverage, and/or spatial-temporal resolution, or require long acquisitions. Here we present a multi-slice inversion-recovery (IR) radial steady-state free precession (radSSFP) pulse sequence combined with a principal component (PC) based reconstruction that overcomes these limitations.
• Mandava, S., Keerthivasan, M. B., Martin, D. R., Altbach, M. I., & Bilgin, A. (2019). Radial streak artifact reduction using phased array beamforming. Magnetic resonance in medicine, 81, 3915-3923.
  More info

  A new method for streak artifact reduction in radial MRI based on phased array filtering.
• Altbach, M. I., Bilgin, A., Martin, D. R., Janardhanan, R., Avery, R., Johnson, K. D., Mandava, S., & Keerthivasan, M. B. (2018). Improved Slice Coverage in Double Inversion Fast Spin Echo with Multi-Band Encoding.. Journal of Cardiac Magnetic Resonance, 20(49).
• Chen, N., Chang, H., Bilgin, A., Bernstein, A., & Trouard, T. P. (2018). A diffusion-matched principal component analysis (DM-PCA) based two-channel denoising procedure for high-resolution diffusion-weighted MRI. PLOS ONE, 13(4).
• Keerthivasan, M. B., Mandava, S., Johnson, K., Avery, R., Janardhanan, R., Martin, D. R., Bilgin, A., & Altbach, M. I. (2018). A multi-band double-inversion radial fast spin-echo technique for T2 cardiovascular magnetic resonance mapping of the heart. JOURNAL OF CARDIOVASCULAR MAGNETIC RESONANCE, 20.
• Keerthivasan, M. B., Mandava, S., Johnson, K., Avery, R., Janardhanan, R., Martin, D. R., Bilgin, A., & Altbach, M. I. (2018). A multi-band double-inversion radial fast spin-echo technique for T2 cardiovascular magnetic resonance mapping of the heart. Journal of Cardiovascular Magnetic Resonance. doi:10.1186/s12968-018-0470
• Keerthivasan, M. B., Winegar, B., Becker, J. L., Bilgin, A., Altbach, M. I., & Saranathan, M. (2018). Clinical Utility of a Novel Ultrafast T2-Weighted Sequence for Spine Imaging. AJNR. American journal of neuroradiology, 39(8), 1568-1575.
  More info

  TSE-based T2-weighted imaging of the spine has long scan times. This work proposes a fast imaging protocol using variable refocusing flip angles, optimized for blurring and specific absorption rate.
• Liu, F., Marcellin, M. W., Goodman, N. A., & Bilgin, A. (2018). Compressive detection of direct sequence spread spectrum signals. ELECTRONICS LETTERS, 54(24), 1379-1380.
• Mandava, S., Keerthivasan, M. B., Li, Z., Martin, D. R., Altbach, M. I., & Bilgin, A. (2018). Accelerated MR parameter mapping with a union of local subspaces constraint. Magnetic resonance in medicine, 80(6), 2744-2758.
  More info

  A new reconstruction method for multi-contrast imaging and parameter mapping based on a union of local subspaces constraint is presented.
• Niazi, M. K., Lin, Y., Liu, F., Ashok, A., Marcellin, M. W., Tozbikian, G., Gurcan, M. N., & Bilgin, A. (2018). Pathological image compression for big data image analysis: Application to hotspot detection in breast cancer. Artificial intelligence in medicine.
  More info

  In this paper, we propose a pathological image compression framework to address the needs of Big Data image analysis in digital pathology. Big Data image analytics require analysis of large databases of high-resolution images using distributed storage and computing resources along with transmission of large amounts of data between the storage and computing nodes that can create a major processing bottleneck. The proposed image compression framework is based on the JPEG2000 Interactive Protocol and aims to minimize the amount of data transfer between the storage and computing nodes as well as to considerably reduce the computational demands of the decompression engine. The proposed framework was integrated into hotspot detection from images of breast biopsies, yielding considerable reduction of data and computing requirements.
• Liu, F., Hernandez-Cabronero, M., Sanchez, V., Marcellin, M. W., & Bilgin, A. (2017). The Current Role of Image Compression Standards in Medical Imaging. Information, 8(4).
• Pandey, A., Yoruk, U., Keerthivasan, M., Galons, J., Sharma, P., Johnson, K., Martin, D. R., Altbach, M. I., Bilgin, A., & Saranathan, M. (2017). Multiresolution Imaging using Golden Angle Stack-of-stars and Compressed Sensing for Dynamic {MR} Urography. Journal Magnetic Resonance Imaging, 46(1), 303-311.
• Berman, B. P., Pandey, A., Li, Z., Jeffries, L., Trouard, T., Oliva, I., Cortopassi, F., Martin, D. R., Altbach, M. I., & Bilgin, A. (2016). Volumetric {MRI} of the Lungs during Forced Expiration. Magnetic Resonance in Medicine, 75(6), 2295-2302.
• Brand, J. F., Furenlid, L. R., Altbach, M. I., Galons, J. P., Bhattacharyya, A., Sharma, P., Bhattacharyya, T., Bilgin, A., & Martin, D. R. (2016). Task-based Optimization of Flip Angle for Texture Analysis in {MRI}. Journal of Medical Imaging, 3(3), 035502.
• Liu, F., Goodman, N. A., Marcellin, M. W., & Bilgin, A. (2016). Compressive Sampling for Detection of Frequency-Hopping Spread Spectrum Signals. IEEE Transactions on Signal Processing, 64(21), 5513-5524.
• Liu, F., Marcellin, M. W., Goodman, N. A., & Bilgin, A. (2016). Compressive sampling for detection of frequency-hopping spread spectrum signals. Signal Processsing, IEEE Transactions on, 64(21), 5513-5524.
• Oh, H., Bilgin, A., & Marcellin, M. (2016). Visually Lossless {JPEG2000} for Remote Image Browsing. Information, 7(3).
• Oh, H., Bilgin, A., & Marcellin, M. W. (2016). Visually lossless JPEG2000 for remote image browsing. MDPI - Information, 7(3), 1-20.
• ACTON, S., BAQAI, F., BARTH, E., BERNARD, O., BILGIN, A., DIAS, J. B., BONCELET, C., BORS, A., BOULGOURIS, N., CAVALLARO, A., & others, . (2015). IEEE SIGNAL PROCESSING SOCIETY. Urbana, 51, 61801.
• Apostolico, A., Bilgin, A., Creusere, C. D., Feng, H., Goyal, V., Gray, R. M., Jafarkhani, H., Linder, T., Motta, G., Navarro, G., & others, . (2015). James A. Storer, Brandeis University (DCC Chair) Michael W. Marcellin, University of Arizona (Committee Chair) Henrique Malvar, Microsoft (Submissions Chair) James E. Fowler, Mississippi State University (Publicity Chair).
• BAQAI, F., BARTH, E., BERNARD, O., BILGIN, A., DIAS, J. B., BORS, A., BOULGOURIS, N., CAVALLARO, A., CHAM, W., CHEN, X., & others, . (2015). IEEE SIGNAL PROCESSING SOCIETY.
• Bilgin, A., Abut, H., & Marcellin, M. W. (2015). Department of Electrical and Computer Engineering, University of Arizona, Tucson, AZ 85721 y Department of Electrical and Computer Engineering, San Diego State University, San Diego, CA 92182.
• Bilgin, A., Marcellin, M. W., & Abut, H. (2015). Dept. of Elec. and Comp. Eng. University of Arizona, Tucson, AZ 85721 E-mail: bilgin@ ece. arizona. edu.
• Crandall, R., Dong, B., & Bilgin, A. (2015). Randomized Iterative Hard Thresholding.
• Feng, H., Marcellin, M. W., & Bilgin, A. (2015). A Methodology for Visually Lossless {JPEG2000} Compression of Monochrome Stereo Images. IEEE Transactions on Image Processing, 24(2), 560-572.
• Huang, C., Galons, J., Graff, C. G., Clarkson, E. W., Bilgin, A., Kalb, B., Martin, D. R., & Altbach, M. I. (2015). Correcting Partial Volume Effect in Bi-exponential T2 Estimation of Small Lesions. Magnetic Resonance in Medicine, 73(4), 1632-1642.
• Kim, Y., Oh, H., & Bilgin, A. (2015). Super Resolution Reconstruction Based on Block Matching and Three-Dimensional Filtering with Sharpening. IET Image Processing, 9(12), 1048-1056.
• Lalgudi, H., Marcellin, M., Bilgin, A., Oh, H., & Nadar, M. (2015). Interpolation, Super-Resolution, and Mosaicing Fast and Adaptive Method for SAR Superresolution Imaging Based on Point Scattering Model and Optimal Basis.
• Sementilli, P. J., Bilgin, A., Sheng, F., Marcellin, M. W., & others, . (2015). Department of Electrical and Computer Engineering, University of Arizona, Tucson, AZ 85721.
• Bilgin, A., Marcellin, M. W., Serra-Sagrista, J., & Storer, J. A. (2014). DCC 2014 2014 DATA COMPRESSION CONFERENCE.
• Crandall, R., & Bilgin, A. (2014). LOSSLESS IMAGE COMPRESSION USING CAUSAL BLOCK MATCHING AND 3D COLLABORATIVE FILTERING.
• Dagher, J., Reese, T., & Bilgin, A. (2014). High-resolution, large dynamic range field map estimation. Magnetic Resonance in Medicine, 71(1), 105--117.
• Feng, H., Marcellin, M. W., & Bilgin, A. (2014). A Methodology for Visually Lossless JPEG2000 Compression of Monochrome Stereo Images.
• Huang, C., Galons, J., Graff, C. G., Clarkson, E. W., Bilgin, A., Kalb, B., Martin, D. R., & Altbach, M. I. (2014). Correcting partial volume effects in biexponential T2 estimation of small lesions. Magnetic Resonance in Medicine.
• Marcellin, M. W., Storer, J. A., Bilgin, A., Serra-Sagrista, J., Malvar, H., Fowler, J. E., Apostolico, A., Creusere, C. D., Gagie, T., Goyal, V., & others, . (2014). DCC 2014.
• Altbach, M. I., Huang, C., & Bilgin, A. (2013). Biomedical Optics \& Medical Imaging Extending the capabilities of quantitative MRI.
• Berman, B. P., Mandava, S., & Bilgin, A. (2013). ON COMPRESSED SENSING RECONSTRUCTION FOR MAGNETIC RESONANCE IMAGING.
• Crandall, R., Dong, B., & Bilgin, A. (2013). Randomized Iterative Hard Thresholding: A Fast Approximate MMSE Estimator for Sparse Approximations. preprint http://math. arizona. edu/~ dongbin/Publications/RandIHT June2013. pdf, accessed, 15, 17.
• Huang, C., Bilgin, A., Barr, T., & Altbach, M. I. (2013). T2 Relaxometry with Indirect Echo Compensation from Highly Undersampled Data. Magnetic Resonance in Medicine, 70(4), 1026-1037.
• Huang, C., Bilgin, A., Barr, T., & Altbach, M. I. (2013). T2 relaxometry with indirect echo compensation from highly undersampled data. Magnetic Resonance in Medicine, 70(4), 1026--1037.
• Kim, Y., Oh, H., & Bilgin, A. (2013). Video Compressed Sensing Using Iterative Self-similarity Modeling and Residual Reconstruction. Journal of Electronic Imaging, 22(2), 021005.
• Kim, Y., Oh, H., & Bilgin, A. (2013). Video compressed sensing using iterative self-similarity modeling and residual reconstruction. Journal of Electronic Imaging, 22(2), 021005--021005.
• Marcellin, M. W., Storer, J. A., Bilgin, A., Serra-Sagrista, J., Malvar, H., Fowler, J. E., Reznik, Y., Sullivan, G. J., Apostolico, A., Creusere, C. D., & others, . (2013). DCC 2013.
• Oh, H., Bilgin, A., & Marcellin, M. W. (2013). Visually Lossless Encoding for {JPEG2000}. IEEE Transactions on Image Processing, 22(1), 189-201.
• Bilgin, A., Marcellin, M. W., Serra-Sagrista, J., & Storer, J. A. (2012). DATA COMPRESSION.
• Kim, Y., Nadar, M. S., & Bilgin, A. (2012). Wavelet-Based Compressed Sensing Using a Gaussian Scale Mixture Model. Image Processing, IEEE Transactions on, 21(6), 3102--3108.
• Kim, Y., Nadar, M. S., & Bilgin, A. (2012). Wavelet-based Compressed Sensing using a {G}aussian Scale Mixtures Model. IEEE Transactions on Image Processing, 21(6), 3102-3108.
• Oh, H., Bilgin, A., & Marcellin, M. W. (2012). Visually Lossless Encoding for JPEG2000.
• Auli-Llinas, F., Bilgin, A., & Marcellin, M. W. (2011). FAST Rate Allocation through Steepest Descent for {JPEG2000} Video Transmission. IEEE Transactions on Image Processing, 20(4), 1166-1173.
• Auli-Llinas, F., Bilgin, A., & Marcellin, M. W. (2011). FAST rate allocation through steepest descent for JPEG2000 video transmission. Image Processing, IEEE Transactions on, 20(4), 1166--1173.
• Huang, C., Graff, C. G., Clarkson, E. W., Bilgin, A., & Altbach, M. I. (2011). T2 mapping from highly undersampled data by reconstruction of principal component coefficient maps using compressed sensing. Magnetic Resonance in Medicine, 67(5), 1355--1366.
• Storer, J. A., Marcellin, M. W., Malvar, H., Fowler, J. E., Apostolico, A., Bilgin, A., Creusere, C. D., Feng, H., Goyal, V., Gray, R. M., & others, . (2011). DCC 2011.
• Bilgin, A., Kim, Y., Liu, F., & Nadar, M. (2010). Dictionary design for compressed sensing MRI. Proceedings of the 18th Scientific Meeting of ISMRM, Stockholm, 4887.
• Huang, C., Graff, C., Bilgin, A., & Altbach, M. (2010). Fast MR parameter mapping from highly undersampled data by direct reconstruction of principal component coefficient maps using compressed sensing. Proceedings of the 18th Annual Meeting of ISMRM, Stockholm, Sweden, 348.
• Kim, Y., Nadar, M., & Bilgin, A. (2010). Wavelet-based compressed sensing using Gaussian scale mixtures. Proc. ISMRM, 4856.
• Huang, C., Bilgin, A., Graff, C., & Altbach, M. (2009). T2 estimation for small lesions using a Model-Based reconstruction with sparsifying penalty functions and highly under-sampled radial FSE data. Proc. Intl. Soc. Mag. Reson. Med, 17, 2740.
• Kim, Y., Altbach, M., Trouard, T., & Bilgin, A. (2009). Compressed sensing using dual-tree complex wavelet transform. Proceedings of the International Society for Magnetic Resonance in Medicine, 17, 2814.
• Lalgudi, H. G., Marcellin, M. W., Bilgin, A., & Nadar, M. S. (2009). View Compensated Compression of Volume Rendered Images for Efficient Remote Visualization. IEEE Transactions on Image Processing, 18(7), 1501-1511.
• Lalgudi, H. G., Marcellin, M. W., Bilgin, A., Oh, H., & Nadar, M. S. (2009). View compensated compression of volume rendered images for remote visualization. Image Processing, IEEE Transactions on, 18(7), 1501--1511.
• Li, Z., Graff, C., Gmitro, A. F., Squire, S. W., Bilgin, A., Outwater, E. K., & Altbach, M. I. (2009). Rapid water and lipid imaging with T2 mapping using a radial IDEAL-GRASE technique. Magnetic Resonance in Medicine, 61(6), 1415--1424.
• Li, Z., Graff, C., Gmitro, A. F., Squire, S. W., Bilgin, A., Outwater, E., & Altbach, M. I. (2009). Rapid Water and Lipid Imaging with T2 Mapping Using a Radial {IDEAL-GRASE} Technique. Magnetic Resonance in Medicine, 61(6), 1415-1424.
• Oh, H., Kim, Y., Marcellin, M., & Bilgin, A. (2009). Visually lossless coding for color aerial images using JPEG2000. Proceedings of International Telemetering Conference, Las Vegas.
• Raguram, R., Marcellin, M. W., & Bilgin, A. (2009). Improved Resolution Scalability for Bi-Level Image Data in {JPEG2000}. IEEE Transactions on Image Processing, 18(4), 774-782.
• Raguram, R., Marcellin, M. W., & Bilgin, A. (2009). Improved resolution scalability for bilevel image data in JPEG2000. Image Processing, IEEE Transactions on, 18(4), 774--782.
• Ali, H. L., Bilgin, A., Marcellin, M. W., Tabesh, A., & Trouard, T. P. (2008). Four-Dimensional Compression of fMRI Using JPEG2000.
• Altbach, M. I., Bilgin, A., Ata, I., & Sorrell, V. L. (2008). A double-inversion radial {FSE} and {GRASE} methods for the evaluation of cardiac masses. Journal of Cardiovascular Magnetic Resonance, 10(Suppl 1), A209.
• Altbach, M., Li, Z., Squire, S., Gmitro, A., Bilgin, A., Graff, C., & Outwater, E. (2008). Rapid T2 and lipid-water imaging of the liver with radial IDEAL GRASE. Proc. Intl. Soc. Mag. Reson. Med, 16, 708.
• Bilgin, A., Kim, Y., Lalgudi, H. G., Trouard, T. P., & Altbach, M. I. (2008). Parallel magnetic resonance imaging using compressed sensing. Proceedings of 2008 applications of digital image processing XXXI, 70731.
• Bilgin, A., Trouard, T., Altbach, M., & Raghunand, N. (2008). Three dimensional compressed sensing for dynamic MRI. Proceedings of the 16th ISMRM Scientific Meeting \& Exhibition, 337.
• Bilgin, A., Trouard, T., Gmitro, A., & Altbach, M. (2008). Randomly perturbed radial trajectories for compressed sensing MRI. Proc. Intl. Soc. Mag. Reson. Med, 16, 3152.
• Lalgudi, H. G., Bilgin, A., Marcellin, M. W., & Nadar, M. S. (2008). Compression of multidimensional images using JPEG2000. Signal Processing Letters, IEEE, 15, 393--396.
• Maria, A., Ali, B., Imran, A., & Vincent, S. (2008). 1084 A double-inversion radial FSE and GRASE methods for the evaluation of cardiac masses. Journal of Cardiovascular Magnetic Resonance, 10.
• Trouard, T., Totenhagen, J., & Bilgin, A. (2008). Compressed Sensing in Diffusion-Weighted Radial-FSE. Proc. Intl. Soc. Mag. Reson. Med, 16, 2008.
• Altbach, M., Li, Z., Bilgin, A., & Weiss, K. (2007). Fast Parametric Imaging of the Spine with Radial IDEAL-GRASE. Proc. Intl. Soc. Mag. Reson. Med, 15, 2685.
• Bilgin, A., Krishnan, A., & Altbach, M. (2007). Rapid Imaging Using Undersampled Radial Trajectories and L1 Reconstruction. Proc. Intl. Soc. Mag. Reson. Med, 15, 827.
• Lalgudi, H. G., Marcellin, M. W., Bilgin, A., & Nadar, M. S. (2007). SCALABLE LOW COMPLEXITY CODER FOR HIGH RESOLUTION AIRBORNE VIDEO.
• Li, Z., Gmitro, A. F., Bilgin, A., & Altbach, M. I. (2007). Fast Decomposition of Water and Lipid Using a {GRASE} Technique with the {IDEAL} Algorithm. Magnetic Resonance in Medicine, 57(6), 1047-1057.
• Li, Z., Gmitro, A. F., Bilgin, A., & Altbach, M. I. (2007). Fast decomposition of water and lipid using a GRASE technique with the IDEAL algorithm. Magnetic Resonance in Medicine, 57(6), 1047--1057.
• Marcellin, M. W., & Bilgin, A. (2007). Layered rate allocation for digital cinema. SMPTE motion imaging journal, 116(2-3), 80--86.
• Pu, L., Marcellin, M. W., Djordjevic, I., Vasic, B., & Bilgin, A. (2007). Joint Source-Channel Rate Allocation in Parallel Channels. IEEE Transactions on Image Processing, 16(8), 2016-2022.
• Pu, L., Marcellin, M. W., Djordjevic, I., Vasic, B., & Bilgin, A. (2007). Joint source-channel rate allocation in parallel channels. Image Processing, IEEE Transactions on, 16(8), 2016--2022.
• Pu, L., Marcellin, M. W., Vasic, B., & Bilgin, A. (2007). Unequal error protection and progressive decoding for {JPEG2000}. Signal Processing: Image Communication, Special Issue on Mobile Video, 22(3), 340-346.
• Pu, L., Wu, Z., Bilgin, A., Marcellin, M. W., & Vasic, B. (2007). LDPC-Based Iterative Joint Source-Channel Decoding for {JPEG2000}. IEEE Transactions on Image Processing, 16(2), 577-581.
• Pu, L., Wu, Z., Bilgin, A., Marcellin, M. W., & Vasic, B. (2007). LDPC-based iterative joint source-channel decoding for JPEG2000. Image Processing, IEEE Transactions on, 16(2), 577--581.
• Wu, Z., Bilgin, A., & Marcellin, M. W. (2007). Error Resilient Decoding of {JPEG2000}. IEEE Transactions on Circuits and Systems for Video Technology, 17(12), 1752-1757.
• Wu, Z., Bilgin, A., & Marcellin, M. W. (2007). Error resilient decoding of JPEG2000. Circuits and Systems for Video Technology, IEEE Transactions on, 17(12), 1752--1757.
• Bilgin, A., Li, Z., & Altbach, M. (2006). T2 estimation using a half Fourier radial fast spin-echo method. Proc. Intl. Soc. Mag. Reson. Med, 14, 2972.
• Graff, C., Li, Z., Bilgin, A., Altbach, M., Gmitro, A., & Clarkson, E. (2006). Iterative T2 estimation from highly undersampled radial fast spin-echo data. Proc. Intl. Soc. Mag. Reson. Med, 14, 925.
• Krishnan, A., Li, Z., Bilgin, A., & Altbach, M. (2006). View Ordering in GRAPPA Fast Spin-Echo Methods. Proc. Intl. Soc. Mag. Reson. Med, 14, 3651.
• Krishnan, K., Marcellin, M. W., Bilgin, A., & Nadar, M. S. (2006). Efficient Transmission of Compressed Data for Remote Volume Visualization. IEEE Transactions on Medical Imaging, 25(9), 1189-1199.
• Krishnan, K., Marcellin, M. W., Bilgin, A., & Nadar, M. S. (2006). Efficient transmission of compressed data for remote volume visualization. Medical Imaging, IEEE Transactions on, 25(9), 1189--1199.
• Kulkarni, P., Bilgin, A., Marcellin, M., Dagher, J., Kasner, J., Flohr, T., & Rountree, J. (2006). Compression of earth science data with JPEG2000. Hyperspectral Data Compression, 347--378.
• Marcellin, M., & Bilgin, A. (2006). VARIABLE BIT RATE ENCODING USING JPEG2000. IBC 2006 Proc.
• Altbach, M. I., Bilgin, A., Li, Z., Clarkson, E. W., Trouard, T. P., & Gmitro, A. F. (2005). Post-processing Methods for Obtaining T2 Estimates from a Single Radial Fast-spin Echo K-space Data Set. Magnetic Resonance in Medicine, 54, 549-559.
• Altbach, M. I., Bilgin, A., Li, Z., Clarkson, E. W., Trouard, T. P., & Gmitro, A. F. (2005). Processing of radial fast spin-echo data for obtaining T2 estimates from a single k-space data set. Magnetic resonance in medicine, 54(3), 549--559.
• Altbach, M. I., Li, Z., Bilgin, A., Marcus, F. I., Sorrell, V. L., Gmitro, A. F., & Bluemke, D. A. (2005). Interleaved acquisition of lipid and water images of the heart using a double-inversion fast spin-echo method. Magnetic resonance in medicine, 54(6), 1562--1568.
• Altbach, M. I., Li, Z., Bilgin, A., Marcus, F. I., Sorrell, V., Gmitro, A. F., & Bluemke, D. A. (2005). Interleaved Acquisition of Lipid and Water Images of the Heart Using a Double Inversion Fast Spin-Echo Method. Magnetic Resonance in Medicine, 54(6), 1562-1568.
• Bilgin, A., Gmitro, A., Block, W., & Altbach, M. (2005). A half Fourier radial fast spin-echo method using a bent radial trajectory. Proceedings of International Society for Magnetic Resonance in Medicine, 13.
• Li, Z., Clarkson, E., Bilgin, A., Gmitro, A., & Altbach, M. (2005). A “variable flip angle” radial steady-state free precession technique with slice profile correction. Proceedings of the 13th Annual Meeting of ISMRM, Miami, USA, 2383.
• Marcellin, M. W., & Bilgin, A. (2005). JPEG2000 for digital cinema. SMPTE motion imaging journal, 114(5-6), 202--209.
• Wu, Z., Bilgin, A., & Marcellin, M. W. (2005). JOINT SOURCE/CHANNEL CODING FOR MULTIPLE SOURCES TRANSMISSION.
• Wu, Z., Bilgin, A., & Marcellin, M. W. (2005). Joint Source/Channel Coding for Image Transmission with {JPEG2000} over Memoryless Channels. IEEE Transactions on Image Processing, 14(8), 1020-1032.
• Wu, Z., Bilgin, A., & Marcellin, M. W. (2005). Joint Source/Channel Coding for Multiple Images. IEEE Transactions on Communications, 53(10), 1648-1654.
• Wu, Z., Bilgin, A., & Marcellin, M. W. (2005). Joint source/channel coding for image transmission with JPEG2000 over memoryless channels. Image Processing, IEEE Transactions on, 14(8), 1020--1032.
• Wu, Z., Bilgin, A., & Marcellin, M. W. (2005). Joint source/channel coding for multiple images. Communications, IEEE Transactions on, 53(10), 1648--1654.
• Altbach, M., Li, Z., Bilgin, A., Bluemke, D., & Marcus, F. (2004). An Interleaved Lipid/Water Acquisition Method for Improved Detection of Lipid Infiltration in the Heart. Radiology, 232, 38.
• Bilgin, A., Gmitro, A., & Altbach, M. (2004). A partial Fourier reconstruction method for radially-acquired data with variable TE. Proceedings of the 12th Annual Meeting of the ISMRM, Kyoto, Japan, 2673.
• Siddiqui, K. M., Siegel, E. L., Reiner, B. I., Crave, O., Johnson, J. P., Wu, Z., Dagher, J. C., Bilgin, A., Marcellin, M. W., & Nadar, M. (2004). Improved compressibility of multislice CT datasets using 3D JPEG2000 compression. International Congress Series, 1268, 57--62.
• Wu, Z., Bilgin, A., Pu, L., & Marcellin, M. (2004). Robust transmission of JPEG2000 codestreams over packet erasure channels [5308-61]. PROCEEDINGS-SPIE THE INTERNATIONAL SOCIETY FOR OPTICAL ENGINEERING, 608--616.
• Bilgin, A., Marcellin, M. W., & Altbach, M. I. (2003). Compression of Electrocardiogram Signals using {JPEG2000}. IEEE Transactions on Consumer Electronics, 49(4), 833-840.
• Bilgin, A., Marcellin, M. W., & Altbach, M. I. (2003). Compression of electrocardiogram signals using JPEG2000. Consumer Electronics, IEEE Transactions on, 49(4), 833--840.
• Bilgin, A., Wu, Z., & Marcellin, M. (2003). Transmission of JPEG2000 codestreams over packet erasure channels [5022-94]. PROCEEDINGS-SPIE THE INTERNATIONAL SOCIETY FOR OPTICAL ENGINEERING, 800--809.
• Dagher, J. C., Bilgin, A., & Marcellin, M. W. (2003). Resource-Constrained Rate Control for Motion {JPEG2000}. IEEE Transactions on Image Processing, 12(12), 1522-1529.
• Dagher, J. C., Bilgin, A., & Marcellin, M. W. (2003). Resource-constrained rate control for motion JPEG2000. Image Processing, IEEE Transactions on, 12(12), 1522--1529.
• Bilgin, A. (2002). Scalable compression of imagery.
• Bilgin, A., Wu, Z., & Marcellin, M. (2002). Packetization of JPEG2000 codestreams [4671-68]. PROCEEDINGS-SPIE THE INTERNATIONAL SOCIETY FOR OPTICAL ENGINEERING, 614--625.
• Dagher, J., Bilgin, A., & Marcellin, M. (2002). Rate control for multisequence video streaming [4671-23]. PROCEEDINGS-SPIE THE INTERNATIONAL SOCIETY FOR OPTICAL ENGINEERING, 209--220.
• Marcellin, M. W., Lepley, M. A., Bilgin, A., Flohr, T. J., Chinen, T. T., & Kasner, J. H. (2002). An Overview of Quantization in {JPEG-2000}. Signal Processing: Image Communications, Special Issue on {JPEG-2000}, 17(1), 73-84.
• Marcellin, M. W., Lepley, M. A., Bilgin, A., Flohr, T. J., Chinen, T. T., & Kasner, J. H. (2002). An overview of quantization in JPEG 2000. Signal Processing: Image Communication, 17(1), 73--84.
• Bilgin, A., & Marcellin, M. W. (2001). On parent-child coding gain in zero-tree based coders. dcc, 0485.
• Dagher, J. C., Bilgin, A., & Marcellin, M. W. (2001). Efficient Rate Control for Video Streaming. Proc. of SPIE, Applications of Digital Image Processing, 258-266.
• Marcellin, M. W., & Bilgin, A. (2001). Quantifying the Parent-Child Coding Gain in Zero-tree Based Coders. IEEE Signal Processing Letters, 8(3), 67-69.
• Marcellin, M. W., & Bilgin, A. (2001). Quantifying the parent-child coding gain in zero-tree-based coders. Signal Processing Letters, IEEE, 8(3), 67--69.
• Bilgin, A., Sementilli, P. J., Sheng, F., & Marcellin, M. W. (2000). IV. Conclusion A 2-D LS-based filtering scheme is proposed for removing the mis-matching effects in stereo images caused by illumination/reflectivity differences, deformation, occlusion and noise. The compensation ability in this scheme is provided by using a 2-D transversal filter. IEEE TRANSACTIONS ON IMAGE PROCESSING, 9(11), 1973.
• Bilgin, A., Sementilli, P. J., Sheng, F., & Marcellin, M. W. (2000). Scalable Image Coding Using Reversible Integer Wavelet Transforms. IEEE Transactions on Image Processing, 9(11), 1972-1977.
• Bilgin, A., Sementilli, P. J., Sheng, F., & Marcellin, M. W. (2000). Scalable image coding using reversible integer wavelet transforms. IEEE Transactions on image processing, 9(11), 1972--1977.
• Bilgin, A., Zweig, G., & Marcellin, M. W. (2000). Three-Dimensional Image Compression using Integer Wavelet Transforms. Applied Optics: Information Processing, Special Issue on Information Theory in Optoelectronic Systems, 39(11), 1799-1814.
• Bilgin, A., Zweig, G., & Marcellin, M. W. (2000). Three-dimensional image compression with integer wavelet transforms. Applied optics, 39(11), 1799--1814.
• Kasner, J. H., Bilgin, A., Marcellin, M. W., Lan, A., Brower, B. V., Shen, S. S., & Wilkinson, T. S. (2000). JPEG-2000 compression using 3D wavelets and KLT with application to HYDICE data. Imaging Spectrometry VI, Proceedings of SPIE, 4132, 157--166.
• Sheppard, D. G., Panchapakesan, K., Bilgin, A., Hunt, B. R., & Marcellin, M. W. (2000). Lapped Nonlinear Interpolative Vector Quantization and Image Super-Resolution. IEEE Transactions on Image Processing, 9(2), 295-298.
• Sheppard, D. G., Panchapakesan, K., Bilgin, A., Hunt, B. R., & Marcellin, M. W. (2000). Lapped nonlinear interpolative vector quantization and image super-resolution. Image Processing, IEEE Transactions on, 9(2), 295--298.
• Bilgin, A., Sementilli, P. J., & Marcellin, M. W. (1999). Progressive Image Coding Using Trellis Coded Quantization. IEEE Transactions on Image Processing, 8(11), 1638-1643.
• BILGIN, A., SEMENTILLI, P. J., & MARCELLIN, M. W. (1998). ASAMALI KAFES KODLU NICEMLEME ILE IMGE KODLAMA.
• Bilgin, A., Sementilliy, P. J., & Marcellin, M. W. (1998). Progressive Coding of Trellis Coded Quantization (TCQ).
• Bilgin, A., Zweig, G., & Marcellin, M. W. (1998). Lossless medical image compression using three-dimensional integer wavelet transforms.
• Panchapakesan, K., Bilgin, A., Sheppard, D. G., Marcellin, M. W., & Hunt, B. R. (1998). Simultaneous compression and denoising of imagery using non-linear interpolative vector quantization. IEEE Digital Signal Processing Workshop.
• Sementilli, P., Bilgin, A., Kasner, J., & Marcellin, M. (1998). Wavelet TCQ: submission to JPEG-2000 [3460-40]. PROCEEDINGS-SPIE THE INTERNATIONAL SOCIETY FOR OPTICAL ENGINEERING, 2--13.
• Sheppard, D. G., Bilgin, A., Nadar, M. S., Hunt, B. R., & Marcellin, M. W. (1998). A Vector Quantizer for Image Restoration. IEEE Transactions on Image Processing, 7(1), 119-124.
• Sheppard, D. G., Bilgin, A., Nadar, M. S., Hunt, B. R., & Marcellin, M. W. (1998). A vector quantizer for image restoration. Image Processing, IEEE Transactions on, 7(1), 119--124.
• Bilgin, A., Sementilli, P. J., & Marcellin, M. W. (1997). Progressive image coding using trellis coded quantization.
• Bilgin, A., Abut, H., & Marcellin, M. W. (1995). Finite-State Vector Quantization for Block-Matching Motion Estimation. Submitted to IEEE Transactions on Image Processing.

Proceedings Publications

• Ahanonu, E., Fu, Z., Johnson, K., Altbach, M. I., & Bilgin, A. (2021). Improved Slice Coverage in Inversion Recovery Radial Balanced-SSFP using Deep Learning. In Annual Meeting of the International Society for Magnetic Resonance in Medicine.
• Bilgin, A., Do, L., Martin, P. A., Lockhart, E., Bernstein, A. S., Ugonna, C., Dieckhaus, L., Comrie, C., Hutchinson, E. B., Chen, N., Alexander, G. E., Barnes, C. A., & Trouard, T. P. (2021). Accelerating Diffusion Tensor Imaging of the Rat Brain using Deep Learning. In Annual Meeting of the International Society for Magnetic Resonance in Medicine.
• Fu, Z., Altbach, M. I., & Bilgin, A. (2021). Cancellation of streak artifacts using the interference null space (CACTUS) for radial abdominal imaging. In Annual Meeting of the International Society for Magnetic Resonance in Medicine.
• Guzman Perez-Carrillo, G., Umapathy, L., Winegar, B., Altbach, M. I., Keerthivasan, M. B., & Bilgin, A. (2021). Improving White Matter Hyperintensities Lesion Burden Assessment on ADNI 3D T2-FLAIRs Using StackGen-Net. In 2021 Annual Meeting of the American Society of Neuroradiology.
• Iglehart, C., Bilgin, A., Levine, E., & Saranathan, M. (2021). Fast T2* Mapping Using Complementary Poisson Disk Sampling and ADMM Reconstruction. In Annual Meeting of the International Society for Magnetic Resonance in Medicine.
• Keerthivasan, M. B., Galons, J., Martin, D. R., Bilgin, A., & Altbach, M. I. (2021). Multi-component T2 Modeling for Improved Characterization of Abdominal Neoplasms. In Annual Meeting of the International Society for Magnetic Resonance in Medicine.
• Keerthivasan, M. B., Umapathy, L., Galons, J., Martin, D. R., Bilgin, A., & Altbach, M. I. (2021). Efficient T2 mapping of the Abdomen with low SAR Variable Flip Angle Radial Turbo Spin Echo. In Annual Meeting of the International Society for Magnetic Resonance in Medicine.
• Pandey, S., Snider, A. D., Moreno, W., Ravi, H., Bilgin, A., & Raghunand, N. (2021). Jointly Reconstructed Undersampled Multiparameter MRI for Imaging Intratumoral Subpopulations. In Annual Meeting of the International Society for Magnetic Resonance in Medicine.
• Phillip, R. C., Bilgin, A., & Altbach, M. I. (2021). Automated Radial Streaking Artifact Suppression with RGB-STAR. In Annual Meeting of the International Society for Magnetic Resonance in Medicine.
• Umapathy, L., Guzman Perez-Carrillo, G., Winegar, B., Vedantham, S., Altbach, M. I., & Bilgin, A. (2021). White matter hyperintensity volumes and cognition: Assessment of a deep learning-based lesion detection and quantification algorithm on ADNI. In Annual Meeting of the International Society for Magnetic Resonance in Medicine.
• Ahanonu, E., Marcellin, M. W., & Bilgin, A. (2020, Spring). Lossless Multi-Component Image Compression based on Integer Wavelet Coefficient Prediction using Convolutional Neural Networks. In IEEE Data Compression Conference.
• Fu, Z., Martin, D. R., Altbach, M. I., & Bilgin, A. (2020, August). Multi-objective Deep Learning for Joint Estimation and Detection Tasks in MRI. In Annual Meeting of the International Society for Magnetic Resonance in Medicine.
• Umapathy, L., Guzman Perez-Carrillo, G., Keerthivasan, M., Altbach, M. I., Winegar, B., Weinkauf, C. C., & Bilgin, A. (2020, August). StackGen-Net: A Stacked Generalization of 3D Orthogonal Convolutional Neural Networks for Improved Detection of White Matter Hyperintensities. In Annual Meeting of the International Society for Magnetic Resonance in Medicine.
• Ahanonu, E., Marcellin, M. W., & Bilgin, A. (2019, March). Clustering Regression Wavelet Analysis for Lossless Compression of Hyperspectral Imagery. In 2019 IEEE Data Compression Conference, Snowbird, UT.
• Ashok, A., Ashok, A., Ahanonu, E., Ahanonu, E., Marcellin, M. W., Marcellin, M. W., Liu, F., Liu, F., Hernandez-Cabronero, M., Hernandez-Cabronero, M., Bilgin, A., Bilgin, A., Lin, Y., & Lin, Y. (2019, March). Perception-optimized encoding for visually lossy image compression. In 2019 Data Compression Conference, Snowbird, Utah.
• Bilgin, A., Ahanonu, E., & Marcellin, M. W. (2019, March). Clustering regression wavelet analysis for lossless compression of hyperspectral imagery. In 2019 Data Compression Conference, Snowbird, Utah.
• Fu, Z., Mandava, S., Li, Z., Martin, D. R., Altbach, M. I., & Bilgin, A. (2019, May). Deep Parameter Mapping with Relaxation Signal Model Driven Constraints. In 2019 Annual Meeting of the ISMRM, Montreal, QC, Canada.
• Keerthivasan, M. B., Johnson, K., Bilgin, A., Weinkauf, C. C., & Altbach, M. I. (2019, May). Efficient T2 Mapping of the Carotid Artery using a 3D Stack-of-Stars Variable Flip Angle TSE Pulse Sequence. In 2019 Annual Meeting of the ISMRM, Montreal, QC, Canada.
• Keerthivasan, M. B., Li, Z., Galons, J., Johnson, K., Kalb, B. T., Martin, D. R., Bilgin, A., & Altbach, M. I. (2019, May). Characterization of Abdominal Neoplasms using a Fast Inversion Recovery Radial SSFP T1 Mapping Technique. In Annual Meeting of the ISMRM, Montreal, QC, Canada.
• Lin, Y., Liu, F., Bilgin, A., Marcellin, M. W., & Ashok, A. (2019, March). Perception-Optimized Encoding for Visually Lossy Image Compression. In 2019 IEEE Data Compression Conference, Snowbird, UT.
• Mandava, S., Keerthivasan, M. B., Martin, D. R., Altbach, M. I., & Bilgin, A. (2019, May). Radial streak artifact reduction in multi-contrast imaging and parameter mapping using beamforming. In 2019 Annual Meeting of the ISMRM, Montreal, QC, Canada.
• Marcellin, M. W., & Bilgin, A. (2019, March). Editors Proceedings. In 2019 Data Compression Conference, Snowbird, Utah.
• Umapathy, L., Guzman Perez-Carrillo, G., Rosado-Toro, J., Kuyumcu, G., Altbach, M. I., Winegar, B., & Bilgin, A. (2019, May). Detection of White Matter Hyperintensities using Ensemble 3D Deep Learning Networks. In Proc. of 2019 Annual Meeting of the ISMRM, Montreal, QC, Canada.
• Umapathy, L., Unger, W., Shareef, F., Arif Tiwari, H., Martin, D. R., Altbach, M. I., & Bilgin, A. (2019, May). A Cascaded Residual UNET for Fully Automated Segmentation of Prostate and Peripheral Zone in T2-weighted 3D Fast Spin Echo Images. In Proc. of 2019 Annual Meeting of the ISMRM, Montreal, QC, Canada.
• Ahanonu, E. L., Bilgin, A., & Marcellin, M. W. (2018, March). Lossless image compression using reversible integer wavelet transforms and convolutional neural networks. In Data Compression Conference.
• Altbach, M. I., Altbach, M. I., Mandava, S., Mandava, S., Johnson, K., Johnson, K., Li, Z., Li, Z., Keerthivasan, M. B., Keerthivasan, M. B., Becker, J., Becker, J., Bilgin, A., Bilgin, A., Weinkauf, C. C., & Weinkauf, C. C. (2018, June). Rapid Carotid Artery T2 and T1 Mapping Using a Radial TSE and IR-FLASH Approach. In 2018 Meeting of the International Society for Magnetic Resonance in Medicine.
• Bilgin, A., Goodman, N., Marcellin, M. W., & Liu, F. (2018, December). Compressive detection of direct sequence spread spectrum signals. In Electronics Letters, 54, 1379–1381.
• Chen, N., Trouard, T. P., Chang, H. C., Bernstein, A., Bilgin, A., Bilgin, A., Bernstein, A., Chang, H. C., Trouard, T. P., & Chen, N. (2018, June). A diffusion-matched principal component analysis (DM-PCA) based denoising procedure for high-resolution diffusion-weighted MRI. In Joint International Society for Magnetic Resonance in Medicine & The European Society for Magnetic Resonance in Medicine and Biology (ISMRM-ESMRMB) Annual Meeting.
• Fu, Z., Mandava, S., Keerthivasan, M. B., Li, Z., Martin, D. R., Altbach, M. I., & Bilgin, A. (2018, October). MR Parameter Mapping Using Sequential Multi-Contrast Acquisitions & Multi-Input Multi-Scale ResNet. In ISMRM Workshop on Machine Learning Part II.
• Fu, Z., Mandava, S., Keerthivasan, M. B., Martin, D. R., Altbach, M. I., & Bilgin, A. (2018, June). A Multi-Scale Deep ResNet for MR Parameter Mapping. In 2018 Meeting of the International Society for Magnetic Resonance in Medicine.
• Keerthivasan, M. B., Blew, D., Galons, J., Martin, D. R., Bilgin, A., & Altbach, M. I. (2018, June). Characterization of Abdominal Neoplasms using a Fast T2 Mapping Radial TSE Technique. In 2018 Meeting of the International Society for Magnetic Resonance in Medicine.
• Keerthivasan, M. B., Johnson, K., Saranathan, M., Weinkauf, C. C., Martin, D. R., Bilgin, A., & Altbach, M. I. (2018, June). An Optimized 3D Stack-of-Stars TSE Pulse Sequence for Simultaneous T2-weighted Imaging and T2 Mapping. In 2018 Meeting of the International Society for Magnetic Resonance in Medicine.
• Keerthivasan, M. B., Winegar, B., Udayasankar, U., Bilgin, A., Altbach, M. I., & Saranathan, M. (2018, June). An Optimized Single-shot Sequence for Fast T2W Imaging of the Brain. In 2018 Meeting of the International Society for Magnetic Resonance in Medicine.
• Keerthivasan, M. B., Winegar, B., Udayasankar, U., Bilgin, A., Altbach, M. I., & Saranathan, M. (2018, June). An optimized single-shot sequence for fast T2w imaging of the brain. In ISMRM annual meeting.
• Li, Z., Altbach, M. I., Bilgin, A., Martin, D. R., Johnson, K., Saranathan, M., Galons, J., Galons, J., Johnson, K., Saranathan, M., Martin, D. R., Bilgin, A., Li, Z., Altbach, M. I., Altbach, M. I., Martin, D. R., Saranathan, M., Galons, J., Johnson, K., , Bilgin, A., et al. (2018, June). Rapid multi-slice abdominal T1 mapping with IR-radSSFP. In 2018 Meeting of the International Society for Magnetic Resonance in Medicine.
• Li, Z., Bilgin, A., Johnson, K., Arif Tiwari, H., Martin, D. R., & Altbach, M. I. (2018, June). High-resolution 3D T1 mapping of the prostate with an efficient inversion-recovery radial FLASH. In 2018 Meeting of the International Society for Magnetic Resonance in Medicine.
• Lin, Y., Marcellin, M. W., Bilgin, A., & Ashok, A. (2018, March). Task-based JPEG2000 image compression: An information-theoretic approach. In Data Compression Conference.
• Liu, F., Lin, Y., Hernandez-Cabronero, M., Ahanonu, E., Marcellin, M. W., Ashok, A., & Bilgin, A. (2018, March). A visual discrimination model for JPEG2000 compression. In Data Compression Conference.
• Mandava, S., Ashok, A., & Bilgin, A. (2018, April). Deep learning based Sparse View X-ray CT Reconstruction for Checked Baggage Screening. In SPIE Defense + Security, Anomaly Detection and Imaging with X-Rays (ADIX) |II.
• Mandava, S., Keerthivasan, M. B., Martin, D. R., Altbach, M. I., & Bilgin, A. (2018, June). Higher-order subspace denoising for improved multi-contrast imaging and parameter mapping. In 2018 Meeting of the International Society for Magnetic Resonance in Medicine.
• Mandava, S., Keerthivasan, M. B., Martin, D. R., Altbach, M. I., & Bilgin, A. (2018, June). Radial streaking artifact reduction using phased array beamforming. In 2018 Meeting of the International Society for Magnetic Resonance in Medicine.
• Mandava, S., Li, Z., Martin, D. R., Altbach, M. I., & Bilgin, A. (2018, June). A non-local low rank approach for high resolution parameter mapping. In 2018 Meeting of the International Society for Magnetic Resonance in Medicine.
• Pandey, A., Saranathan, M., Unger, W. D., Keerthivasan, M. B., Galons, J., Martin, D. R., Bilgin, A., Johnson, K., & Altbach, M. I. (2018, June). Quantifying hepatic fibrosis using 3D radial golden angle stack-of stars acquisition and a dual input two compartment model. In 2018 Meeting of the International Society for Magnetic Resonance in Medicine.
• Umapathy, L., Keerthivasan, M. B., Galons, J., Unger, W. D., Martin, D. R., Altbach, M. I., & Bilgin, A. (2018, June). A Comparison of Deep Learning Convolutional Neural Networks for Liver Segmentation in Radial Turbo Spin Echo Images. In 2018 Meeting of the International Society for Magnetic Resonance in Medicine.
• Altbach, M. I., Bilgin, A., Martin, D. R., Galons, J., Saranathan, M., & Keerthivasan, M. B. (2017, May). Variable Flip Angle Radial Turbo Spin Echo Technique for Abdominal T2 Mapping. In 25th Annual meeting of ISMRM, 72.
• Fu, Z., Li, Z., Keerthivasan, M. B., Martin, D. R., Altbach, M. I., & Bilgin, A. (2017, April). T1 and T2 mapping using highly accelerated radial data acquisition and alternating direction method of multipliers. In 2017 Meeting of the ISMRM.
• Keerthivasan, M. B., Bilgin, A., Martin, D. R., Becker, J. L., Altbach, M., & Saranathan, M. (2017, April). Clinical utility of a novel ultrafast T2 Weighted sequence for Spine Imaging. In 2017 Meeting of the ISMRM.
• Keerthivasan, M. B., Saranathan, M., Bilgin, A., Martin, D. R., & Altbach, M. I. (2017, April). High-resolution 3D T2 mapping using a stack-of-stars radial FSE pulse sequence. In 2017 Meeting of the ISMRM.
• Keerthivasan, M. B., Saranathan, M., Galons, J. P., Martin, D. R., Bilgin, A., & Altbach, M. I. (2017, April). Variable Flip Angle Radial Turbo Spin Echo Technique for Abdominal T2 Mapping. In 2017 Meeting of the ISMRM.
• Li, Z., Bilgin, A., Martin, D. R., & Altbach, M. I. (2017, April). Fast high-resolution 3D T1 mapping using a highly accelerated radial inversion-recovery FLASH technique. In 2017 Meeting of the ISMRM.
• Liu, F., Ahanonu, E., Marcellin, M. W., Lin, Y., Ashok, A., & Bilgin, A. (2017, March). Visibility Thresholds in Reversible JPEG2000 Compression. In IEEE Data Compression Conference.
• Mandava, S., Ashok, A., & Bilgin, A. (2017, April). Image reconstruction for view-limited X-ray CT in baggage scanning. In Proc. of SPIE, Anomaly Detection and and Imaging with X-Rays (ADIX) II, SPIE Defense + Security.
• Mandava, S., Keerthivasan, M. B., Altbach, M. I., & Bilgin, A. (2017, April). Compressive T2 Mapping with Non-Local Clustering and Subspace Constraints. In 2017 Meeting of the ISMRM.
• Natsuaki, Y., Keerthisavan, M. B., Bilgin, A., Bolster, B. D., Johnson, K. J., Bi, X., Laub, G., & Altbach, M. I. (2017, April). Flexible and Efficient 2D Radial TSE T2 Mapping with Tiered Echo Sharing and with "Pseudo" Golden Angle Ratio Reordering. In 2017 Meeting of the ISMRM.
• Pandey, A., Galons, J. P., Johnson, K., Martin, D. R., Altbach, M. I., Bilgin, A., & Saranathan, M. (2017, April). Glomerular Filtration rate estimation in vivo using {3D} radial {MRI} and a novel multiresolution reconstruction technique. In 2017 Meeting of the ISMRM.
• Umapathy, L., Brand, J., Galons, J., Furenlid, L., Martin, D. R., Altbach, M. I., & Bilgin, A. (2017, April). Wavelet based Texture Analysis of Liver Fibrosis in Delayed Phase Gadolinium-Enhanced T1-weighted in vivo Images. In 2017 Meeting of the ISMRM.
• Brand, J. F., Furenlid, L. R., Altbach, M. I., Galons, J., Sharma, P., Bhattacharyya, A., Bhattacharyya, T., Bilgin, A., & Martin, D. R. (2016, February). Task-based optimization of flip angle for texture analysis in MRI. In Proc. of SPIE Medical Imaging.
• Cushing, J. B., Clarkson, E. W., Mandava, S., & Bilgin, A. (2016, April). Estimation and Detection Information Tradeoff for X-ray System Optimization. In Proc. of SPIE, Compressive Sensing, SPIE Defense, Security, and Sensing.
• Keerthivasan, M. B., Jeffries, L., Blew, D., Galons, J. P., Sharma, P., Bilgin, A., Martin, D. R., & Altbach, M. I. (2016, May). Fast reconstruction of T2 maps with indirect echo compensation using highly undersampled radial Fast Spin Echo data. In Proc. of 2016 Meeting of the International Society for Magnetic Resonance in Medicine.
• Keerthivasan, M. B., Mandava, S., Johnson, K., Martin, D. R., Bilgin, A., & Altbach, M. I. (2016, May). Slice accelerated Double-Inversion Radial Fast-Spin-Echo for myocardial black-blood MRI with T2 mapping. In Proc. of 2016 Meeting of the International Society for Magnetic Resonance in Medicine.
• Li, Z., Berman, B. P., Galons, J. P., Bilgin, A., Altbach, M. I., & Martin, D. R. (2016, May). Rapid High-Resolution T1 Mapping Using Highly Accelerated Radial Steady-State Free-Precession Acquisition. In Proc. of 2016 Meeting of the International Society for Magnetic Resonance in Medicine.
• Liu, F., Bilgin, A., Lin, Y., Krupinski, E., Ahanonu, E., Ashok, A., Marcellin, M. W., Marcellin, M. W., Ahanonu, E., Ashok, A., Krupinski, E., Lin, Y., Liu, F., & Bilgin, A. (2016, August). Visibility Thresholds for Visually Lossy JPEG2000. In SPIE Optics and Photonics - Application of Digital Image Processing XXXIX 99711.
  More info

  doi:10.1117/12.2238411
• Liu, F., Lin, Y., Ahanonu, E., Marcellin, M. W., Ashok, A., Krupinski, E. A., & Bilgin, A. (2016, August). Visibility Thresholds for Visually Lossy JPEG2000. In Proc. of SPIE, Applications of Digital Image Processing XXXIX, , CA.
• Liu, F., Lin, Y., Ahanonu, E., Marcellin, M. W., Ashok, A., Krupinski, E. A., & Bilgin, A. (2016, August). Visibility thresholds for visually lossy JPEG2000. In Optics and Photonics Symposium, SPIE.
• Mandava, S., Keerthivasan, M. B., Johnson, K., Martin, D. R., Bilgin, A., & Altbach, M. I. (2016, May). Simultaneous multi-slice carotid vessel wall MRI with DIR-FSE. In Proc. of Meeting of the International Society for Magnetic Resonance in Medicine.
• Pandey, A., Yoruk, U., Sharma, P., Martin, D. R., Altbach, M. I., Bilgin, A., & Saranathan, M. (2016, May). Multiresolution imaging using golden angle stack-of-stars and compressed sensing. In Proc. of 2016 Meeting of the International Society for Magnetic Resonance in Medicine.
• Berman, B. P., Keerthivasan, M. B., Li, Z., Martin, D. R., Altbach, M. I., & Bilgin, A. (2015, August). Dictionary learning for compressive parameter mapping in magnetic resonance imaging. In Proc. of SPIE Optical Engineering+ Applications,.
• Berman, B. P., Keerthivasan, M. D., Li, Z., Martin, D. R., Altbach, M. I., & Bilgin, A. (2015, May). Dictionary Learning for Compressive T2 Mapping with Non-Cartesian Trajectories and Parallel Imaging. In Proc. of 2015 Meeting of the International Society for Magnetic Resonance in Medicine.
• Brand, J. F., Furenlid, L. R., Altbach, M. I., Galons, J. P., Bhattacharyya, T., Bhattacharyya, A., Bilgin, A., Li, Z., & Martin, D. R. (2015, May). Autocorrelation Analysis of Hepatic Fibrosis. In Proc. of 2015 Meeting of the International Society for Magnetic Resonance in Medicine.
• Keerthivasan, M. B., Bilgin, A., Martin, D. R., & Altbach, M. I. (2015, May). Isotropic T2 Mapping using a 3D Radial FSE (or TSE) pulse sequence. In Proc. of 2015 Meeting of the International Society for Magnetic Resonance in Medicine.
• Li, Z., Berman, B. P., Martin, D. R., Altbach, M. I., & Bilgin, A. (2015, May). Efficient Dictionary Design for MR Fingerprinting using Tree-Structured Vector Quantization. In Proc. of 2015 Meeting of the International Society for Magnetic Resonance in Medicine.
• Mandava, S., Keerthivasan, M. B., Bilgin, A., & Altbach, M. I. (2015, July). Simultaneous Multi-Slice imaging in cardiac gated DIR-RADFSE. In Proc. of ISMRM Workshop on Simultaneous Multi-Slice Imaging: Neuroscience & Clinical Applications.
• Mandava, S., Keerthivasan, M. B., Martin, D. R., Bilgin, A., & Altbach, M. I. (2015, May). Improved Slice Coverage In DBIR-FSE With Multi-Band Encoding. In Proc. of 2015 Meeting of the International Society for Magnetic Resonance in Medicine.
• Mandava, S., Li, Z., & Bilgin, A. (2015, July). Simultaneous Multi-Slice Imaging in Balanced SSFP Sequences with Non-Cartesian Trajectories and RF Phase Encoding. In Proc. of ISMRM Workshop on Simultaneous Multi-Slice Imaging: Neuroscience & Clinical Applications.
• Pu, L., Marcellin, M. W., Bilgin, A., & Ashok, A. (2015, April). Compression based on a Joint Task-Specific Information Metric. In Proceedings of the IEEE Data Compression Conference.
• Pu, L., Marcellin, M. W., Bilgin, A., & Ashok, A. (2015, April). Compression based on a joint task-specific information metric. In Data Compression Conference (DCC), 2015.
• Berman, B. P., Pandey, A., Li, Z., Trouard, T., Oliva, I., Martin, D. R., Altbach, M., & Bilgin, A. (2014, May). Very Rapid 4D Compressed Sensing MR for Lung Imaging during Forced Expiration. In Proc. of 2014 Meeting of the International Society for Magnetic Resonance in Medicine.
• Crandall, R., & Bilgin, A. (2014, October). Lossless Image Compression Using Causal Block Matching and 3D Transform-Domain Collaborative Filtering. In Proc. of the IEEE International Conference on Image Processing (ICIP).
• Crandall, R., Dong, B., & Bilgin, A. (2014). Image Reconstructions with Improved 3D Block Matching. In SIAM Conference on Imaging Science (SIAM-IS14).
• Crandall, R., Dong, B., & Bilgin, A. (2014). Randomized Iterative Hard Thresholding for Sparse Approximations. In Data Compression Conference (DCC), 2014, 403--403.
• Crandall, R., Dong, B., & Bilgin, A. (2014). Sparse Approximations with Randomized Iterative Hard Thresholding. In Proc of IEEE Data Compression Conference.
• Dagher, J., Hess, S., & Bilgin, A. (2014, October). The effect of GRAPPA on reconstructed phase images. In 3rd International Workshop on. MRI Phase Contrast & Quantitative Susceptibility Mapping.
• Dagher, J., Nael, K., & Bilgin, A. (2014, October). Maximum likelihood MR phase measurement from multiple receive coils. In 3rd International Workshop on. MRI Phase Contrast & Quantitative Susceptibility Mapping.
• Dagher, J., Nael, K., Gmitro, A., & Bilgin, A. (2014, May). A framework for MR phase reconstruction from multi-channel RF coils. In Proc. of 2014 Meeting of the International Society for Magnetic Resonance in Medicine.
• Kim, Y., Oh, H., & Bilgin, A. (2014, February). Video Compressed Sensing Using Iterative Self-similarity Modeling and Residual Reconstruction. In Proc. of SPIE, Electronic Imaging, Visual Information Processing and Communication.
• Li, Z., Bilgin, A., Galons, J. P., Sharma, P., Martin, D., & Altbach, M. (2014, May). Wavelet Analysis of Liver Fibrosis. In Proc. of 2014 Meeting of the International Society for Magnetic Resonance in Medicine.
• Liu, F., Marcellin, M. W., Goodman, N. A., & Bilgin, A. (2014). Compressive Detection of Multiple Frequency-Hopping Spread Spectrum Signals. In Data Compression Conference (DCC), 2014, 415--415.
• Liu, F., Marcellin, M. W., Goodman, N. A., & Bilgin, A. (2014). Compressive Detection of Multiple Frequency-Hopping Spread Spectrum Signals. In Proc. of IEEE Data Compression Conference.
• Liu, F., Marcellin, M. W., Goodman, N. A., & Bilgin, A. (2014). Compressive Sensing of Direct Sequence Spread Spectrum Signals. In Proc. of SPIE, Compressive Sensing, SPIE Defense, Security, and Sensing.
• Liu, F., Marcellin, M. W., Goodman, N. A., & Bilgin, A. (2014). Compressive sensing of direct sequence spread spectrum signals. In SPIE Sensing Technology+ Applications, 91090A--91090A.
• Mandava, S., Li, Z., & Bilgin, A. (2014, May). Accelerated Time Resolved Multi-Band Radial MRI. In Proc. of 2014 Meeting of the International Society for Magnetic Resonance in Medicine.
• Nael, K., Khan, R., Erly, W., Lemole, M., Stea, B., & Bilgin, A. (2014, May). Whole Brain Dynamic Contrast-Enhanced MR Perfusion for Posttreatment Evaluation of Brain Tumors: Use of "Stack-of-Stars" Scheme and k-Space Weighted Image Contrast. In American Society of Neuroradiology (ASNR) 52nd Annual Meeting.
• Pu, L., Marcellin, M. W., Bilgin, A., & Ashok, A. (2014, October). Image Compression Based on Task Specific Information. In Proc. of the IEEE International Conference on Image Processing (ICIP).
• Barr, T., Huang, C., Bilgin, A., Abidov, A., & Altbach, M. I. (2013, April). Indirect Echo Corrected Fast T2 mapping of the Heart from Highly Undersampled Radial FSE Data Using the CURLIE Reconstruction. In Proc. of 2013 Meeting of the International Society for Magnetic Resonance in Medicine.
• Berman, B. P., Li, Z., Altbach, M. I., Galons, J. P., Martin, D. R., Dong, B., Sharma, P., Kalb, B. T., & Bilgin, A. (2013, April). How to stack the stars: a variable center-dense k-space trajectory for 3D MRI. In Proc. of 2013 Meeting of the International Society for Magnetic Resonance in Medicine.
• Feng, H. C., Bilgin, A., & Marcellin, M. W. (2013, October). Validation for Visually Lossless Compression of Stereo Images. In Proc. of 2013 International Telemetering Conference.
• Feng, H. C., Marcellin, M. W., & Bilgin, A. (2013, March). Visually Lossless Compression of Stereo Images. In Proc. of 2013 IEEE Data Compression Conference.
• Feng, H., Marcellin, M. W., & Bilgin, A. (2013). Visually Lossless Compression of Stereo Images. In Data Compression Conference (DCC), 2013, 490--490.
• Huang, C., Pandey, A., Barr, T., Bilgin, A., & Altbach, M. I. (2013, April). An Indirect Echo Compensated Reconstruction Algorithm for T2 Mapping of The Liver from Highly Undersampled Radial FSE Data. In Proc. of 2013 Meeting of the International Society for Magnetic Resonance in Medicine.
• Keerthivasan, M. B., Galons, J. P., Sharma, P., Martin, D. R., Bilgin, A., & Altbach, M. I. (2013, April). A Variable Bandwidth Radial Gradient and Spin-Echo (VB-radGRASE) Method for Improved T2 and Fat-Water Parameter Estimation. In Proc. of 2013 Meeting of the International Society for Magnetic Resonance in Medicine.
• Leung, T., Marcellin, M. W., & Bilgin, A. (2013). Visually Lossless Compression of Windowed Images. In Data Compression Conference (DCC), 2013, 504--504.
• Leung, T., Marcellin, M. W., & Bilgin, A. (2013, March). Visually Lossless Compression of Windowed Images. In Proc. of 2013 IEEE Data Compression Conference.
• Li, Z., Berman, B. P., Altbach, M. I., Galons, J. P., Martin, D. R., Dong, B., Sharma, P., Raghunand, N., & Bilgin, A. (2013, April). Highly Accelerated 3D Dynamic Imaging with Variable Density Golden Angle Stack-of-Stars Sampling. In Proc. of 2013 Meeting of the International Society for Magnetic Resonance in Medicine.
• Liu, F., Marcellin, M. W., Goodman, N. A., & Bilgin, A. (2013). Compressive Detection of Frequency-Hopping Spread Spectrum Signals. In Proc. of SPIE, Compressive Sensing, SPIE Defense, Security, and Sensing.
• Liu, F., Marcellin, M. W., Goodman, N. A., & Bilgin, A. (2013). Compressive detection of frequency-hopping spread spectrum signals. In SPIE Defense, Security, and Sensing, 87170P--87170P.
• Liu, F., Marcellin, M. W., Goodman, N. A., & Bilgin, A. (2013, October). Spread Spectrum Signal Detection from Compressive Measurements. In Proc. of 2013 International Telemetering Conference.
• Mandava, S., Galons, J. P., & Bilgin, A. (2013, April). Accelerating Encoded Simultaneous Multi Slice MRI with Compressed Sensing. In Proc. of 2013 Meeting of the International Society for Magnetic Resonance in Medicine.
• Nael, K., Khan, R., Erly, W., Lemole, M., Stea, B., & Bilgin, A. (2013, October). Whole Brain Dynamic Contrast-Enhanced MR Perfusion Using 3D Radial VIBE and KWIC in Evaluation of Brain Tumors: A Feasibility Study. In Proc. of 45th Annual Meeting of the Western Neuroradiological Society.
• Pandey, A., Bilgin, A., Cumar, S., Kalb, B., Martin, D. R., & Altbach, M. I. (2013, April). Automated Segmentation of Liver Parenchyma and Blood Vessel with in-vivo Radial Gradient and Spin-Echo (GRASE) Datasets for Characterization of Diffuse Liver Disease. In Proc. of 2013 Meeting of the International Society for Magnetic Resonance in Medicine.
• Dagher, J., & Bilgin, A. (2012). A field map estimation strategy without the noise-bandwidth tradeoff. In SPIE Medical Imaging, 831449--831449.
• Dagher, J., & Bilgin, A. (2012, February). A Field Map Estimation Strategy without the Noise-Bandwidth Tradeoff. In Proc. of 2012 SPIE Medical Imaging,.
• Dagher, J., Bilgin, A., Reese, T., & Fakhri, G. E. (2012, May). A method for efficient and robust estimation of low noise, high dynamic range B0 maps. In Proc. of 2012 Meeting of the International Society for Magnetic Resonance in Medicine.
• Feng, H. C., Bilgin, A., & Marcellin, M. W. (2012, October). Measurement of Visibility Thresholds for Compression of Stereo Images. In Proc. of 2012 International Telemetering Conference,.
• Huang, C., Bilgin, A., & Altbach, M. I. (2012, May). Indirect Echo Compensated T2 Mapping from Highly Undersampled Radial FSE Data with SERENADE. In Proc. of 2012 Meeting of the International Society for Magnetic Resonance in Medicine.
• Liu, F., Kim, Y., Goodman, N. A., Ashok, A., & Bilgin, A. (2012). Compressive sensing of frequency-hopping spread spectrum signals. In SPIE Defense, Security, and Sensing, 83650P--83650P.
• Liu, F., Kim, Y., Goodman, N. A., Ashok, A., & Bilgin, A. (2012, April). Compressive Sensing of Frequency-Hopping Spread Spectrum Signals. In Proc. of SPIE, Compressive Sensing, SPIE Defense, Security, and Sensing.
• Bilgin, A., Sundaresan, R., Graff, C. G., Huang, C., Barr, T., & Altbach, M. I. (2011, May). Automated Liver Parenchyma And Vessel Segmentation In Radial Gradient And Spin-Echo (GRASE) Datasets For Characterization Of Diffuse Liver Disease. In Proc. of 2011 Meeting of the International Society for Magnetic Resonance in Medicine.
• Huang, C., Graff, C. G., Bilgin, A., & Altbach, M. I. (2011, May). Evaluation of Principal Component Model-based algorithm for T2 estimation of small objects. In Proc. of 2011 Meeting of the International Society for Magnetic Resonance in Medicine.
• Huang, C., Graff, C. G., Clarkson, E. W., Bilgin, A., & Altbach, M. I. (2011, May). Region Based Joint Bi-exponential T2 Fitting for Small Lesions. In Proc. of 2011 Meeting of the International Society for Magnetic Resonance in Medicine.
• Kim, Y., Nadar, M. S., & Bilgin, A. (2011). Dynamic compressive magnetic resonance imaging using a Gaussian scale mixtures model. In Image Processing (ICIP), 2011 18th IEEE International Conference on, 2293--2296.
• Kim, Y., Nadar, M. S., & Bilgin, A. (2011, September). Dynamic Compressive Magnetic Resonance Imaging Using a {G}aussian Scale Mixtures Model. In Proc. of 2011 IEEE International Conference on Image Processing.
• Oh, H., Bilgin, A., & Marcellin, M. W. (2011). Visually lossless JPEG2000 at fractional resolutions. In Image Processing (ICIP), 2011 18th IEEE International Conference on, 309--312.
• Oh, H., Bilgin, A., & Marcellin, M. W. (2011, September). Visually Lossless JPEG2000 at Fractional Resolutions. In Proc. of 2011 IEEE International Conference on Image Processing.
• Oh, H., Kim, Y., Marcellin, M. W., & Bilgin, A. (2011, October). Low-Complexity Perceptual JPEG2000 Encoder for Aerial Images. In Proc. of 2011 International Telemetering Conference.
• Pu, L., Trouard, T. P., Ryan, L., Huang, C., Altbach, M. I., & Bilgin, A. (2011). Model-based compressive diffusion tensor imaging. In Biomedical Imaging: From Nano to Macro, 2011 IEEE International Symposium on, 254--257.
• Pu, L., Trouard, T. P., Ryan, L., Huang, C., Altbach, M. I., & Bilgin, A. (2011, March). Model-Based Compressive Diffusion Tensor Imaging. In Proc. of 2011 IEEE International Symposium on Biomedical Imaging (ISBI 2011).
• Bilgin, A., Kim, Y., Liu, F., & Nadar, M. S. (2010, May). Dictionary Design for Compressed Sensing MRI. In Proc. of 2010 Meeting of the International Society for Magnetic Resonance in Medicine.
• Huang, C., Graff, C., Bilgin, A., & Altbach, M. I. (2010, February). Fast MR parameter mapping from highly undersampled data by DIrect REconstruction of Principal COmponent coefficient Map (DIREPCOM) using Compressed Sensing. In Southwest Conference on Integrated Mathematical Methods in Medical Imaging (SCIMM).
• Huang, C., Graff, C., Bilgin, A., & Altbach, M. I. (2010, May). Fast MR parameter mapping from highly undersampled data by Direct Reconstruction of Principal Component Coefficient Maps using Compressed Sensing. In Proc. of 2010 Meeting of the International Society for Magnetic Resonance in Medicine.
• Kim, Y., Nadar, M. S., & Bilgin, A. (2010). Compressed sensing using a Gaussian scale mixtures model in wavelet domain. In Image Processing (ICIP), 2010 17th IEEE International Conference on, 3365--3368.
• Kim, Y., Nadar, M. S., & Bilgin, A. (2010). Exploiting wavelet-domain dependencies in compressed sensing. In Data Compression Conference (DCC), 2010, 536--536.
• Kim, Y., Nadar, M. S., & Bilgin, A. (2010, February). Wavelet-based Compressed Sensing using {G}aussian Scale Mixtures. In Southwest Conference on Integrated Mathematical Methods in Medical Imaging (SCIMM).
• Kim, Y., Nadar, M. S., & Bilgin, A. (2010, March). Exploiting Wavelet-Domain Dependencies in Compressed Sensing. In Proc. of 2010 IEEE Data Compression Conference.
• Kim, Y., Nadar, M. S., & Bilgin, A. (2010, May). Wavelet-based Compressed Sensing Reconstruction using {G}aussian Scale Mixtures. In Proc. of 2010 Meeting of the International Society for Magnetic Resonance in Medicine.
• Kim, Y., Nadar, M. S., & Bilgin, A. (2010, September). Compressed Sensing Using a {G}aussian Scale Mixtures Model in Wavelet Domain. In Proc. of 2010 IEEE International Conference on Image Processing.
• Oh, H., Bilgin, A., & Marcellin, M. W. (2010). Multi-resolution visually lossless image coding using JPEG2000. In Image Processing (ICIP), 2010 17th IEEE International Conference on, 2581--2584.
• Oh, H., Bilgin, A., & Marcellin, M. W. (2010, September). Multi-resolution Visually Lossless Image Coding using JPEG2000. In Proc. of 2010 IEEE International Conference on Image Processing.
• Oh, H., Marcellin, M. W., & Bilgin, A. (2010, October). Visually Lossless Compression Based on JPEG2000 for Efficient Transmission of High Resolution Color Aerial Images. In Proc. of 2010 International Telemetering Conference,.
• Sundaresan, R., Kim, Y., Nadar, M. S., & Bilgin, A. (2010). Motion-compensated compressed sensing for dynamic imaging. In SPIE Optical Engineering+ Applications, 77980A--77980A.
• Sundaresan, R., Kim, Y., Nadar, M. S., & Bilgin, A. (2010, August). Motion-Compensated Compressed Sensing for Dynamic Imaging. In Proc. of 2010 Applications of Digital Image Processing, SPIE,.
• Aul\'\i-Llin\`as, F., Oh, H., Bilgin, A., & Marcellin, M. W. (2009). Hill climbing algorithm for the transmission of layered JPEG2000 video under multiple rate constraints. In Image Processing (ICIP), 2009 16th IEEE International Conference on, 937--940.
• Auli-Llinas, F., Oh, H., Bilgin, A., & Marcellin, M. W. (2009, November). Hill Climbing Algorithm for the Transmission of Layered JPEG2000 Video under Multiple Rate Constraints. In Proceedings of 2009 IEEE International Conference on Image Processing.
• Bilgin, A. (2009, October). Compressed Sensing in Magnetic Resonance Imaging. In 2009 Annual Meeting Institute for Operations Research and the Management Sciences (INFORMS),.
• Bilgin, A., & Ulusoy, I. (2009). Selection and fusion of multiple stereo algorithms for accurate disparity segmentation. In Signal Processing and Communications Applications Conference, 2009. SIU 2009. IEEE 17th, 412--415.
• Bilgin, A., Guleryuz, O., Trouard, T. P., & Altbach, M. I. (2009, April). SPArse Reconstruction using a ColLEction of bases (SPARCLE). In Proc. of 2009 Meeting of the International Society for Magnetic Resonance in Medicine.
• Bilgin, A., Kim, Y., Abraham, V., Trouard, T. P., & Altbach, M. I. (2009, April). Compressed Sensing with Phase Constrained Partial Radial k-space. In Proc. of 2009 Meeting of the International Society for Magnetic Resonance in Medicine.
• Graff, C., Li, Z., Clarkson, E. W., Huang, C., Bilgin, A., & Altbach, M. I. (2009, April). Simultaneous Estimation of Water-T2 and Fat Fraction Using a Single Breath Hold Radial GRASE Method. In Proc. of 2009 Meeting of the International Society for Magnetic Resonance in Medicine.
• Huang, C., Bilgin, A., Graff, C., & Altbach, M. I. (2009, April). T2 Estimation for Small Lesions using a Model-Based Reconstruction with Sparsifying Penalty Functions and Highly Undersampled Radial FSE Data. In Proc. of 2009 Meeting of the International Society for Magnetic Resonance in Medicine.
• Kim, Y., Altbach, M. I., Trouard, T. P., & Bilgin, A. (2009, April). Compressed Sensing using Dual-Tree Complex Wavelet Transforms. In Proc. of 2009 Meeting of the International Society for Magnetic Resonance in Medicine.
• Oh, H., Bilgin, A., & Marcellin, M. (2009). Visibility thresholds for quantization distortion in JPEG2000. In Quality of Multimedia Experience, 2009. QoMEx 2009. International Workshop on, 228--232.
• Oh, H., Bilgin, A., & Marcellin, M. W. (2009). Visually lossless JPEG2000 using adaptive visibility thresholds and visual masking effects. In Signals, Systems and Computers, 2009 Conference Record of the Forty-Third Asilomar Conference on, 563--567.
• Oh, H., Bilgin, A., & Marcellin, M. W. (2009, July). Visibility Thresholds for Quantization Distortion in JPEG2000. In Proc. of First International Workshop on Quality of Multimedia Experience (QOMEX 2009).
• Oh, H., Bilgin, A., & Marcellin, M. W. (2009, November). Perceptual JPEG2000 using Adaptive Visibility Thresholds and Visual Masking. In Proc. of 2009 Asilomar Conference on Signals, Systems, and Computers.
• Oh, H., Kim, Y., Marcellin, M. W., & Bilgin, A. (2009, October). Visually Lossless Coding for Color Aerial Images using JPEG2000. In Proc. of 2009 International Telemetering Conference.
• Altbach, M. I., Bilgin, A., Ata, I., & Sorrell, V. L. (2008, January). A double-inversion radial FSE and GRASE methods for the evaluation of cardiac masses. In Annual Meeting of the Society for Cardiovascular Magnetic Resonance.
• Altbach, M. I., Li, Z., Squire, S. W., Gmitro, A. F., Bilgin, A., Graff, C., & Outwater, E. (2008). Rapid T2 and lipid-water imaging of the liver with radial IDEAL GRASE. In Proc. of 2008 Meeting of the International Society for Magnetic Resonance in Medicine.
• Bilgin, A., Kim, Y., Lalgudi, H. G., Trouard, T. P., & Altbach, M. I. (2008). Parallel Magnetic Resonance Imaging Using Compressed Sensing. In Proc. of Applications of Digital Image Processing, SPIE.
• Bilgin, A., Trouard, T. P., Altbach, M. I., & Raghunand, N. (2008). Three-Dimensional Compressed Sensing for Dynamic MRI. In Proc. of 2008 Meeting of the International Society for Magnetic Resonance in Medicine.
• Bilgin, A., Trouard, T. P., Gmitro, A. F., & Altbach, M. I. (2008). Randomly Perturbed Radial Trajectories for Compressed Sensing MRI. In Proc. of 2008 Meeting of the International Society for Magnetic Resonance in Medicine.
• Jagiello, K., Aydin, Z., Ng, W., Ryan, W. E., Marcellin, M. W., & Bilgin, A. (2008, October). Joint JPEG2000/LDPC Code System Design for Image Telemetry. In Proc. of 2008 International Telemetering Conference,.
• Lalgudi, H. G., Bilgin, A., Marcellin, M. W., & Nadar, M. S. (2008). Multi-Dimensional Compression Using JPEG2000. In Proc. of IEE Data Compression Conference.
• Lalgudi, H. G., Bilgin, A., Marcellin, M. W., & Nadar, M. S. (2008). Multi-dimensional Compression Using JPEG2000. In Data Compression Conference, 2008. DCC 2008, 528--528.
• Lalgudi, H. G., Marcellin, M. W., Bilgin, A., & Nadar, M. S. (2008). Lifting-based View Compensated Compression of Volume Rendered Images for Efficient Remote Visualization. In Proc. of IEEE Data Compression Conference.
• Lalgudi, H. G., Marcellin, M. W., Bilgin, A., & Nadar, M. S. (2008). Lifting-based view compensated compression of volume rendered images for efficient remote visualization. In Data Compression Conference, 2008. DCC 2008, 442--451.
• Lalgudi, H. G., Marcellin, M. W., Bilgin, A., & Nadar, M. S. (2008). Scalable Low Complexity Image Coder for Remote Volume Visualization. In Proc. of Applications of Digital Image Processing, SPIE.
• Lalgudi, H. G., Marcellin, M. W., Bilgin, A., & Nadar, M. S. (2008). Scalable low complexity image coder for remote volume visualization. In Optical Engineering+ Applications, 707317--707317.
• Oh, H., Lalgudi, H. G., Marcellin, M. W., & Bilgin, A. (2008, October). Scalable Perceptual Image Coding for Remote Sensing Systems. In Proc. of 2008 International Telemetering Conference,.
• Trouard, T. P., Totenhagen, J. W., & Bilgin, A. (2008). Compressed Sensing in Diffusion-Weighted Radial-FSE. In Proc. of 2008 Meeting of the International Society for Magnetic Resonance in Medicine.
• Altbach, M. I., Li, Z., Bilgin, A., & Weiss, K. L. (2007, May). Fast Parametric Imaging of the Spine with Radial IDEAL-GRASE. In Proceedings of 2007 Meeting of the International Society for Magnetic Resonance in Medicine.
• Bilgin, A., Krishnan, A., & Altbach, M. I. (2007, May). Rapid Imaging using Undersampled Radial Trajectories and L1 Reconstruction. In Proceedings of 2007 Meeting of the International Society for Magnetic Resonance in Medicine.
• Lalgudi, H. G., Marcellin, M. W., Bilgin, A., & Nadar, M. S. (2007, October). Scalable Low Complexity Coder for High Resolution Airborne Video. In Proceedings of 2007 International Telemetering Conference.
• Li, Z., Gmitro, A. F., Bilgin, A., & Altbach, M. I. (2007, May). Fast Decomposition of Water and Lipid Using a GRASE Technique with the IDEAL Algorithm. In Proceedings of 2007 Meeting of the International Society for Magnetic Resonance in Medicine.
• Pu, L., Marcellin, M. W., Djordjevic, I. B., Vasic, B. V., & Bilgin, A. (2007, February). Joint source-channel rate allocation in parallel channels. In Proceedings of 2007 SPIE Visual Communications and Image Processing.
• Raguram, R., Marcellin, M. W., & Bilgin, A. (2007, March). Improved Resolution Scalability for Bi-Level Image Data in JPEG2000. In Proceedings of 2007 IEEE Data Compression Conference.
• Altbach, M. I., Li, Z., Bilgin, A., & Sorell, V. (2006, June). Novel MRI Methods for the Characterization of Cardiac Pathologies. In Sixth Arizona Biosciences Research Symposium.
• Bilgin, A., & Marcellin, M. W. (2006). JPEG2000 for digital cinema. In Circuits and Systems, 2006. ISCAS 2006. Proceedings. 2006 IEEE International Symposium on, 4--pp.
• Bilgin, A., & Marcellin, M. W. (2006, May). JPEG2000 for Digital Cinema. In Proceedings of 2006 IEEE International Symposium on Circuits and Systems (ISCAS).
• Bilgin, A., Graff, C., Li, Z., Gmitro, A. F., Clarkson, E. W., & Altbach, M. I. (2006, June). Improved T2 Estimation from Highly Undersampled Radial Fast Spin-Echo Data. In Sixth Arizona Biosciences Research Symposium.
• Bilgin, A., Li, Z., & Altbach, M. I. (2006, May). T2 Estimation Using a Half Fourier Radial Fast Spin-Echo Method. In Proceedings of 2006 Meeting of the International Society for Magnetic Resonance in Medicine.
• Graff, C., Li, Z., Bilgin, A., Altbach, M. I., Gmitro, A. F., & Clarkson, E. W. (2006, May). Iterative T2 Estimation from Highly Undersampled Radial Fast Spin-Echo Data. In Proceedings of 2006 Meeting of the International Society for Magnetic Resonance in Medicine.
• Krishnan, A., Li, Z., Bilgin, A., & Altbach, M. I. (2006, May). View Ordering in GRAPPA Fast Spin-Echo Methods. In Proceedings of 2006 Meeting of the International Society for Magnetic Resonance in Medicine.
• Marcellin, M. W., & Bilgin, A. (2006, September). Variable Bit Rate Encoding using JPEG2000. In IBC2006.
• Altbach, M. I., Li, Z., Bilgin, A., Bluemke, D. A., & Marcus, F. I. (2005, May). An Interleaved Lipid/Water Acquisition Method for Improved Detection of Lipid Infiltration in the Heart. In Proceedings of 2005 Meeting of the International Society for Magnetic Resonance in Medicine.
• Atzori, L., Bilgin, A., & Marcellin, M. W. (2005). Error concealment for motion JPEG2000.. In ICIP (1), 781--784.
• Atzori, L., Bilgin, A., & Marcellin, M. W. (2005, September). Error Concealment for Motion JPEG2000. In Proceedings of 2005 IEEE International Conference on Image Processing.
• Bilgin, A., Gmitro, A. F., Block, W. F., & Altbach, M. I. (2005, May). A Half Fourier Radial Fast Spin-Echo Method Using a Bent Radial Trajectory. In Proceedings of 2005 Meeting of the International Society for Magnetic Resonance in Medicine.
• Krishnan, K., Marcellin, M. W., Bilgin, A., & Nadar, M. (2005). Prioritization of compressed data by tissue type using JPEG2000. In Medical Imaging, 181--189.
• Krishnan, K., Marcellin, M. W., Bilgin, A., & Nadar, M. S. (2005, February). Prioritization of Compressed Data by Tissue Type using JPEG2000. In Proceedings of SPIE, Medical Imaging,.
• Kulkarni, P., Bilgin, A., Marcellin, M. W., Dagher, J. C., Flohr, T., & Rountree, J. (2005). Reduced memory multi-layer multi-component rate allocation for JPEG2000. In Electronic Imaging 2005, 139--150.
• Kulkarni, P., Bilgin, A., Marcellin, M. W., Dagher, J. C., Flohr, T., & Rountree, J. (2005, January). Reduced Memory Multi-Layer Multi-Component Rate Allocation for JPEG2000. In Proceedings of SPIE, Image & Video Communications and Processing (IVCP'05).
• Lalgudi, H. G., Bilgin, A., Marcellin, M. W., & Nadar, M. S. (2005). Compression of fMRI and ultrasound images using 4D SPIHT. In Image Processing, 2005. ICIP 2005. IEEE International Conference on, 2, II--746.
• Lalgudi, H. G., Bilgin, A., Marcellin, M. W., Nadar, M. S., & Trouard, T. P. (2005, September). Compression of fMRI and Ultrasound images using 4D SPIHT. In Proceedings of 2005 International Conference on Image Processing.
• Lalgudi, H. G., Bilgin, A., Marcellin, M. W., Tabesh, A., Nadar, M. S., & Trouard, T. P. (2005). Four-dimensional compression of fMRI using JPEG2000. In Medical Imaging, 1028--1037.
• Lalgudi, H. G., Bilgin, A., Marcellin, M. W., Tabesh, A., Nadar, M. S., & Trouard, T. P. (2005, February). Four-Dimensional Compression of fMRI using JPEG2000. In Proceedings of SPIE, Medical Imaging,.
• Li, Z., Clarkson, E. W., Bilgin, A., Gmitro, A. F., & Altbach, M. I. (2005, May). A ``Variable Flip Angle'' Radial Steady-State Free Precession Technique with Slice Profile Correction. In Proceedings of 2005 Meeting of the International Society for Magnetic Resonance in Medicine.
• Marcellin, M. W., & Bilgin, A. (2005, January). JPEG 2000 for Digital Cinema. In VidTrans and Advanced Motion Imaging 2005 Joint Conference.
• Pu, L., Marcellin, M. W., Vasic, B., & Bilgin, A. (2005). Unequal error protection and progressive decoding for jpeg2000. In Image Processing, 2005. ICIP 2005. IEEE International Conference on, 3, III--896.
• Pu, L., Marcellin, M. W., Vasic, B., & Bilgin, A. (2005, September). Progressive Decoding and Unequal Error Protection for JPEG2000 Images. In Proceedings of 2005 IEEE International Conference on Image Processing.
• Siegel, E., Siddiqui, K., Johnson, J., Crave, O., Wu, Z., Dagher, J., Bilgin, A., Marcellin, M. W., Nadar, M., & Reiner, B. (2005, February). Compression of multi-slice CT: 2D vs. 3D JPEG 2000 and effects of slice thickness. In Proceedings of SPIE, Medical Imaging.
• Siegel, E., Siddiqui, K., Johnson, J., Crave, O., Wu, Z., Dagher, J., Bilgin, A., Marcellin, M., Nadar, M., & Reiner, B. (2005). Compression of multislice CT: 2D vs. 3D JPEG2000 and effects of slice thickness. In Medical Imaging, 162--170.
• Tabesh, A., Bilgin, A., Krishnan, K., & Marcellin, M. W. (2005). JPEG2000 and motion JPEG2000 content analysis using codestream length information. In Data Compression Conference, 2005. Proceedings. DCC 2005, 329--337.
• Tabesh, A., Bilgin, A., Krishnan, K., & Marcellin, M. W. (2005, March). JPEG2000 and Motion JPEG2000 Content Analysis Using Codestream Length Information. In Proceedings of 2005 IEEE Data Compression Conference.
• Wu, Z., Bilgin, A., & Marcellin, M. W. (2005, October). Joint Source/Channel Coding for Transmission of Multiple Sources. In Proceedings of 2005 International Telemetering Conference.
• Wu, Z., Jandhyala, R., Bilgin, A., & Marcellin, M. W. (2005). Joint source/channel coding for multiple video sequences with JPEG2000. In Data Compression Conference, 2005. Proceedings. DCC 2005, 489.
• Wu, Z., Jandhyala, R., Bilgin, A., & Marcellin, M. W. (2005, March). Joint Source/Channel Coding for Multiple Video Sequences with JPEG2000. In Proceedings of 2005 IEEE Data Compression Conference.
• Altbach, M. I., Li, Z., Bilgin, A., Marcus, F. I., Trouard, T. P., & Gmitro, A. F. (2004, February). A Novel Radial MRI Technique for Obtaining High-resolution Images of the Heart with Variable Contrast from a Single k-Space Data Set. In Society for Cardiovascular Magnetic Resonance (SCMR) Annual Scientific Sessions.
• Bilgin, A., Gmitro, A. F., & Altbach, M. I. (2004). A Partial Fourier Reconstruction Method for Radially Acquired Data with Variable TE. In Proceedings of 2004 Meeting of the International Society for Magnetic Resonance in Medicine.
• Bilgin, A., Marcellin, M. W., & Altbach, M. I. (2004). Wavelet compression of ECG signals by JPEG2000. In Data Compression Conference, 2004. Proceedings. DCC 2004, 527.
• Bilgin, A., Marcellin, M. W., & Altbach, M. I. (2004, March). Wavelet Compression of ECG Signals by JPEG2000. In Proceedings of 2004 IEEE Data Compression Conference.
• Krishnan, K., Marcellin, M. W., Bilgin, A., & Nadar, M. S. (2004). Compression/decompression strategies for large-volume medical imagery. In Medical Imaging 2004, 152--159.
• Krishnan, K., Marcellin, M. W., Bilgin, A., & Nadar, M. S. (2004, February). Compression/Decompression Strategies for Large Volume Medical Imagery. In Proceedings of SPIE, Medical Imaging 2004: PACS and Imaging Informatics.
• Pu, L., Wu, Z., Bilgin, A., Marcellin, M. W., & Vasic, B. (2004, October). LDPC-based iterative joint source-channel decoding scheme for JPEG2000. In Proceedings of 2004 International Telemetering Conference.
• Siddiqui, K. M., Siegel, E. L., Reiner, B. I., Crave, O., Johnson, J. P., Wu, Z., Dagher, J. C., Bilgin, A., Marcellin, M. W., & Nadar, M. (2004, June). Improved Compressibility of Multi-Slice CT Datasets using 3D JPEG2000 Compression. In Computer Assisted Radiology and Surgery.
• Wu, Z., Bilgin, A., & Marcellin, M. W. (2004, November). Joint Source/Channel Coding for Multiple Images. In Proceedings of IEEE GLOBECOM 2004.
• Wu, Z., Bilgin, A., Pu, L., & Marcellin, M. W. (2004). Robust transmission of JPEG2000 codestreams over packet erasure channels. In Electronic Imaging 2004, 608--616.
• Wu, Z., Bilgin, A., Pu, L., & Marcellin, M. W. (2004, January). Robust Transmission of JPEG2000 Codestreams over Packet Erasure Channels. In Proceedings of SPIE, Visual Communications and Image Processing.
• Altbach, M. I., Bilgin, A., Li, Z., Clarkson, E. W., & Gmitro, A. F. (2003, July). A Post-processing Method for Obtaining Accurate T2 Estimates from a Single Radial Fast-spin Echo K-space Data Set. In 2003 Meeting of the International Society for Magnetic Resonance in Medicine.
• Bilgin, A., Wu, Z., & Marcellin, M. W. (2003). Decompression of corrupt JPEG2000 codestreams. In Data Compression Conference, 2003. Proceedings. DCC 2003, 123--132.
• Bilgin, A., Wu, Z., & Marcellin, M. W. (2003). Transmission of JPEG2000 codestreams over packet erasure channels. In Electronic Imaging 2003, 800--809.
• Bilgin, A., Wu, Z., & Marcellin, M. W. (2003, January). On Transmission of JPEG2000 Codestreams over Packet Erasure Channels. In Proc. of SPIE, Image and Visual Communications Processing.
• Bilgin, A., Wu, Z., & Marcellin, M. W. (2003, March). Decompression of Corrupt JPEG2000 Codestreams. In Proceedings of 2003 Data Compression Conference.
• Li, Z., Bilgin, A., Gmitro, A. F., & Altbach, M. I. (2003, July). Novel Radial MRI Technique for Obtaining High Resolution Black Blood Images of the Heart with and without Fat Suppression from a Single k-space Data Set. In 2003 Meeting of the International Society for Magnetic Resonance in Medicine.
• Pu, L., Wu, Z., Bilgin, A., Marcellin, M. W., & Vasic, B. (2003). Iterative joint source/channel decoding for JPEG2000. In Signals, Systems and Computers, 2004. Conference Record of the Thirty-Seventh Asilomar Conference on, 2, 1961--1965.
• Pu, L., Wu, Z., Bilgin, A., Marcellin, M. W., & Vasic, B. (2003, November). Iterative Joint Source-Channel Decoding for JPEG2000. In Proceedings of 2003 Asilomar Conference on Signals, Systems, and Computers.
• Wu, Z., Bilgin, A., & Marcellin, M. W. (2003). An efficient joint source-channel rate allocation scheme for JPEG2000 codestreams. In Data Compression Conference, 2003. Proceedings. DCC 2003, 113--122.
• Wu, Z., Bilgin, A., & Marcellin, M. W. (2003, March). An Efficient Joint Source-Channel Rate Allocation Scheme for JPEG2000 Codestream. In Proceedings of 2003 IEEE Data Compression Conference.
• Bilgin, A., Wu, Z., & Marcellin, M. W. (2002). Packetization of JPEG2000 codestreams. In Electronic Imaging 2002, 614--625.
• Bilgin, A., Wu, Z., & Marcellin, M. W. (2002, January). On Packetization of JPEG2000 Codestreams. In Proc. of SPIE, Visual Communications and Image Processing.
• Dagher, J. C., Bilgin, A., & Marcellin, M. W. (2002). Rate control for multisequence video streaming. In Electronic Imaging 2002, 209--220.
• Dagher, J. C., Bilgin, A., & Marcellin, M. W. (2002, January). Rate Control for Multisequence Video Streaming. In Proc. of SPIE, Image and Visual Communications Processing.
• Wu, Z., Bilgin, A., & Marcellin, M. W. (2002). Unequal error protection for transmission of JPEG2000 codestreams over noisy channels. In Image Processing. 2002. Proceedings. 2002 International Conference on, 1, I--213.
• Wu, Z., Bilgin, A., & Marcellin, M. W. (2002, September). Unequal Error Protection for Transmission of JPEG2000 Codestreams over Noisy Channels. In Proc. of IEEE International Conference on Image Processing.
• Bilgin, A., & Marcellin, M. W. (2001, March). On Parent-Child Coding Gain in Zero-tree Based Coders. In Proceedings of 2001 IEEE Data Compression Conference.
• Dagher, J. C., Bilgin, A., & Marcellin, M. W. (2001). Efficient rate control for video streaming. In International Symposium on Optical Science and Technology, 258--266.
• Marcellin, M. W., & Bilgin, A. (2001). JPEG2000: Highly scalable image compression. In Information Technology: Coding and Computing, International Conference on, 0268--0268.
• Marcellin, M. W., & Bilgin, A. (2001, April). JPEG2000: Highly Scalable Image Compression. In Proceedings of 2001 International Conference on Information Technology: Coding and Computing (ITCC2001).
• Kasner, J. H., Bilgin, A., Marcellin, M. W., Lan, A., Brower, B. V., Shen, S. S., & Wilkinson, T. S. (2000, July). JPEG-2000 compression using 3D wavelets and KLT with application to HYDICE data. In Proceedings of SPIE, Imaging Spectrometry VI.
• Marcellin, M. W., Gormish, M. J., Bilgin, A., & Boliek, M. P. (2000). An overview of JPEG-2000. In Data Compression Conference, 2000. Proceedings. DCC 2000, 523--541.
• Marcellin, M. W., Gormish, M. J., Bilgin, A., & Boliek, M. P. (2000, March). An Overview of JPEG-2000. In Proc. of 2000 IEEE Data Compression Conference.
• Bilgin, A., & Marcellin, M. (1998). Applications of reversible integer wavelet transforms to lossless compression of medical image volumes. In Information Theory, 1998. Proceedings. 1998 IEEE International Symposium on, 411.
• Bilgin, A., & Marcellin, M. W. (1998, August). Applications of Reversible Integer Wavelet Transforms to Lossless Compression of Medical Image Volumes. In Proc. of 1998 International Symposium on Information Theory.
• Bilgin, A., Sementilli, P. J., & Marcellin, M. W. (1998, February). Progressive coding of TCQ. In Proc. of 1998 IEEE Information Theory Workshop.
• Bilgin, A., Sementilli, P. J., & Marcellin, M. W. (1998, May). Asamali Kafes Kodlu Nicemleme ile Imge Kodlama. In Proc. of 6. Sinyal Isleme ve Uygulamalari Kurultayi.
• Bilgin, A., Zweig, G., & Marcellin, M. W. (1998). Efficient lossless coding of medical image volumes using reversible integer wavelet transforms. In Data Compression Conference, 1998. DCC'98. Proceedings, 428--437.
• Bilgin, A., Zweig, G., & Marcellin, M. W. (1998, March). Efficient Lossless Coding of Medical Image Volumes Using Reversible Integer Wavelet Transforms. In Proc. of 1998 IEEE Data Compression Conference.
• Panchapakesan, K., Bilgin, A., Marcellin, M. W., & Hung, B. (1998). Joint compression and restoration of images using wavelets and non-linear interpolative vector quantization. In Acoustics, Speech and Signal Processing, 1998. Proceedings of the 1998 IEEE International Conference on, 5, 2649--2652.
• Panchapakesan, K., Bilgin, A., Marcellin, M. W., & Hunt, B. R. (1998, May). Joint Compression and Restoration of Images using Wavelets and Non-Linear Interpolative Vector Quantization. In Proc. of 1998 IEEE International Conference on Acoustics, Speech, and Signal Processing.
• Panchapakesan, K., Bilgin, A., Sheppard, D. G., Marcellin, M. W., & Hunt, B. R. (1998). Combined compression and denoising of images using vector quantization. In SPIE's International Symposium on Optical Science, Engineering, and Instrumentation, 523--529.
• Panchapakesan, K., Bilgin, A., Sheppard, D. G., Marcellin, M. W., & Hunt, B. R. (1998, August). Simultaneous Compression and Denoising of Imagery using Non-linear Interpolative Vector Quantization. In Proc. of Eighth IEEE Digital Signal Processing Workshop.
• Panchapakesan, K., Bilgin, A., Sheppard, D. G., Marcellin, M. W., & Hunt, B. R. (1998, July). Combined Compression and Denoising of Images Using Vector Quantization. In Proc. of SPIE, Applications of Digital Image Processing.
• Sementilli, P. J., Bilgin, A., Kasner, J. H., & Marcellin, M. W. (1998). Wavelet TCQ: submission to JPEG-2000. In SPIE's International Symposium on Optical Science, Engineering, and Instrumentation, 2--12.
• Sementilli, P. J., Bilgin, A., Kasner, J. H., & Marcellin, M. W. (1998, July). Wavelet TCQ: Submission to JPEG 2000. In Proc. of SPIE, Applications of Digital Image Processing.
• Sheng, F., Bilgin, A., Sementilli, P. J., & Marcellin, M. W. (1998). Lossy and lossless image compression using reversible integer wavelet transforms. In Image Processing, 1998. ICIP 98. Proceedings. 1998 International Conference on, 876--880.
• Sheng, F., Bilgin, A., Sementilli, P. J., & Marcellin, M. W. (1998, October). Lossy and Lossless Image Compression Using Reversible Integer Wavelet Transforms. In Proc. of 1998 IEEE International Conference on Image Processing.
• Sheppard, D. G., Panchapakesan, K., Bilgin, A., Hunt, B. R., & Marcellin, M. W. (1998). Removal of image defocus and motion blur effects with a nonlinear interpolative vector quantizer. In Image Analysis and Interpretation, 1998 IEEE Southwest Symposium on, 1--5.
• Sheppard, D. G., Panchapakesan, K., Bilgin, A., Hunt, B. R., & Marcellin, M. W. (1998, April). Removal of Image Defocus and Motion Blur Effects with a Nonlinear Interpolative Vector Quantizer. In Proc. of 1998 IEEE Southwest Symposium on Image Analysis and Interpretation.
• Sementilli, P. J., Bilgin, A., Sheng, F., Marcellin, M. W., & Kieffer, J. C. (1997). Progressive transmission in trellis coded quantization-based image coders. In Image Processing, 1997. Proceedings., International Conference on, 1, 588--591.
• Sementilli, P. J., Bilgin, A., Sheng, F., Marcellin, M. W., & Kieffer, J. C. (1997, October). Progressive Transmission in Trellis Coded Quantization-Based Image Coders. In Proc. of 1997 IEEE International Conference on Image Processing.
• Sheppard, D. G., Panchapakesan, K., Bilgin, A., Hunt, B. R., & Marcellin, M. W. (1997). Lapped Nonlinear Interpolative Vector Quantization and Image Super-Resolution. In Proc. of Thirty First Asilomar Conference on Signals and Computers.
• Bilgin, A., Marcellin, M. W., & Abut, H. (1996). Variable size finite-state motion vector quantization. In Acoustics, Speech, and Signal Processing, 1996. ICASSP-96. Conference Proceedings., 1996 IEEE International Conference on, 4, 2017--2020.
• Bilgin, A., Marcellin, M. W., & Abut, H. (1996, May). Variable Size Finite-State Motion Vector Quantization. In Proc. of 1996 IEEE Int. Conf. on Acoustics, Speech, and Signal Processing (ICASSP).
• Sheppard, D. G., Bilgin, A., Nadar, M. S., Hunt, B. R., & Marcellin, M. W. (1996). A Vector Quantizer for Image Restoration. In Proc. of IEEE International Conference on Image Processing.
• Abut, H., Bilgin, A., Bernardi, R. M., & Wherry, L. A. (1995, May). A Case Study in IVHS Implementation: An Image Processing Application for I-15 HOV Lanes. In Proc. of 1995 IEEE Int. Conf. on Acous., Speech, and Signal Processing (ICASSP).
• Abut, H., Bilgin, A., Bernardi, R., & Wherry, L. (1995). A case study in IVHS implementation: an image processing application for I-15 HOV lanes. In Acoustics, Speech, and Signal Processing, 1995. ICASSP-95., 1995 International Conference on, 5, 2979--2982.
• Bilgin, A., Abut, H., & Marcellin, M. W. (1995). A novel vector quantizer-based architecture for block-matching motion estimation. In Signals, Systems and Computers, 1995. 1995 Conference Record of the Twenty-Ninth Asilomar Conference on, 2, 1403--1407.
• Bilgin, A., Abut, H., & Marcellin, M. W. (1995, October). A Novel Vector Quantizer Based Architecture for Block-Matching Motion Estimation. In Proc. of Twenty Nineth Asilomar Conference on Signals and Computers.

Presentations

• Bilgin, A., Karellas, A., Vedantham, S., Tseng, H., & Fu, Z. (2020, July). Dedicated Breast CT: Comparative Evaluation of Multi-Scale Residual Dense Network and Residual Encoder-Decoder Network for Deep Learning-Driven Sparse-View Reconstruction. American Association of Physicists in Medicine (AAPM) Annual Meeting. Vancouver, Canada (Virtual): American Association of Physicists in Medicine.
• Fu, Z., Tseng, H., Vedantham, S., Karellas, A., & Bilgin, A. (2019, Dec/Fall). Deep Learning-Driven Sparse-View Reconstruction for Radiation Dose Reduction in Dedicated Breast CT: Quantitative Evaluation.. 105th Scientific Assembly and Annual Meeting of the Radiological Society of North America (RSNA), 2019 RSNA Annual Meeting Program, Abstract # SSC13-05.. Chicago, IL: Radiological Society of North America (RSNA).

Others

• Marcellin, M. W., Bilgin, A., Lalgudi, H. G., & Nadar, M. S. (2012). Lifting-based view compensated compression and remote visualization of volume rendered images.
• Bilgin, A., Kim, Y., Nadar, M. S., & Sundaresan, R. (2011). SYSTEM AND METHOD FOR MOTION-COMPENSATED COMPRESSED SENSING FOR DYNAMIC IMAGING.
• Marcellin, M. W., Bilgin, A., Lalgudi, H. G., & others, . (2011). Methods and systems for remotely visualizing images.
• Bilgin, A., Kim, Y., & Nadar, M. S. (2010). Method for Exploiting Structure in Sparse Domain for Magnetic Resonance Image Reconstruction.
• Bilgin, A., Kim, Y., & Nadar, M. S. (2010). Method for reconstruction of magnetic resonance images.
• Marcellin, M. W., & Bilgin, A. (2010). Digital intermediate (DI) processing and distribution with scalable compression in the post-production of motion pictures.
• Marcellin, M. W., & Bilgin, A. (2010). Rate control of scalably coded images.
• Marcellin, M. W., Bilgin, A., Wu, Z., & others, . (2009). Methods for decoding corrupt JPEG2000 codestreams.
• Marcellun, M., & Bilgin, A. (2008). RATE CONTROL OF SCALABLY CODED IMAGES.
• Mercellin, M., & Bilgin, A. (2007). DIGITAL INTERMEDIATE (DI) PROCESSING AND DISTRIBUTION WITH SCALABLE COMPRESSION IN THE POST-PRODUCTION OF MOTION PICTURES.
• MERCELLIN, M., & BILGIN, A. (2006). DIGITAL INTERMEDIATE (DI) PROCESSING AND DISTRIBUTION WITH SCALABLE COMPRESSION IN THE POST-PRODUCTION OF MOTION PICTURES.
• Marcellin, M. W., & Bilgin, A. (2006). Digital intermediate (DI) processing and distribution with scalable compression in the post-production of motion pictures.
• MARCELLIN, M., BILGIN, A., WU, Z., & others, . (2004). METHODS FOR DECODING CORRUPT JPEG2000 CODESTREAMS.
• Bilgin, A. (2003). A simulation model of indoor environments for ultrasonic sensors.
• Bilgin, A. (1995). Image Processing and Compression for Intelligent Vehicle Highway Systems.