Michael W Marcellin

Interests

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Courses

Scholarly Contributions

Books

• Bilgin, A., Marcellin, M. W., Serra-Sagrista, J., & Storer, J. (2017). Proceedings of the 2017 Data Compression Conference. IEEE Computer Society Press.
• Bilgin, A., Marcellin, M. W., Serra-Sagrista, J., & Storer, J. (2016). Proceedings of the 2016 Data Compression Conference. IEEE Computer Society Press.
• Bilgin, A., Marcellin, M. W., Serra-Sagrista, J., & Storer, J. (2015). Proceedings of the 2015 Data Compression Conference. IEEE Computer Society Press.
• Bilgin, A., Marcellin, M. W., Serra-Sagrista, J., & Storer, J. (2014). Proceedings of the 2014 Data Compression Conference. IEEE Computer Society Press.
• Bilgin, A., Marcellin, M. W., Serra-Sagrista, J., & Storer, J. (2013). Proceedings of the 2013 Data Compression Conference. IEEE Computer Society Press.
• Storer, J., & Marcellin, M. W. (2012). Proceedings of the 2012 Data Compression Conference. IEEE Computer Society Press.

Chapters

• Hernandez-Cabronero, M., Marcellin, M. W., & Serra-Sagrista, J. (2014). Compression of DNA Microarray Images. In Microarray Image Data Analysis: Theory and Practice.

Journals/Publications

• Bilgin, A., Ashok, A., Lin, Y., Marcellin, M. W., Ahanonu, E. L., & Liu, F. (2020). Visibility of Quantization Errors in Reversible JPEG2000. Signal Processing: Image Communication, 84, 115812.
• Bartrina-Rapesta, J., Serra-Sagrista, J., Marcellin, M. W., & Hernández-Cabronero, M. (2019). A novel rate-control for predictive image coding with constant quality. IEEE Access, 7, 103918– 103930.
• Blanes, I., Marcellin, M. W., Serra-Sagrista, J., & Hernández-Cabronero, M. (2019). Lower bounds on the redundancy of Huffman codes with known and unknown probabilities. IEEE Access, 7, 115857–115870.
• Cooper, C., & Marcellin, M. W. (2019). Lossless wideband RF compression via lifting-based IIR subband decomposition. IEEE Transactions on Aerospace and Electronic Systems, 16 Pages. doi:10.1109/TAES.2019.2919436
• Hernández-Cabronero, M., Sanchez, V., Blanes, I., Aulí-Llinàs, F., Marcellin, M. W., & Serra-Sagrista, J. (2019). Mosaic-based color-transform optimization for the lossy and lossy-to-lossless compression of pathology whole-slide image. IEEE Transactions on Medical Imaging, 38(1), 21-32.
• Niazi, M. K., Lin, Y., Liu, F., Ashok, A., Marcellin, M. W., Tozbikian, G., Gurcan, M. N., & Bilgin, A. (2019). Pathological image compression for big data image analysis: Application to hotspot detection in breast cancer. Artificial Intelligence in Medicine, 95, 82–87.
• Hernandez-Cabronero, M., Marcellin, M. W., Blanes, I., & Bartrina-Rapesta, J. (2018). Lossless compression of CFA mosaic images with visualization via JPEG2000. IEEE Transactions on Multimedia, 20(2), 257–270.
• Bartrina-Rapesta, J., Blanes, I., Auli-Llinas, F., Serra-Sagrista, J., Sanchez, V., & Marcellin, M. W. (2017). A lightweight contextual arithmetic coder for on-board remote sensing data compression. IEEE Transactions on Geoscience and Remote Sensing, 55(8), 4825-4835.
• Liu, F., Hernandez-Cabronero, M., Sanchez, V., Marcellin, M. W., & Bilgin, A. (2017). The current role of image compression standards in medical imaging. MDPI Information, 8(4), 131.
• Amrani, N., Serra-Sagrista, J., Laparra, V., Camps-Valls, G., Marcellin, M. W., & Malo, J. (2016). Regression wavelet analysis for lossless coding of remote-sensing data. Geosciences and Remote Sensing, IEEE Transaction on, 54(9), 5616--5627.
• Bartrina-Rapesta, J., Auli-Llinas, F., Blanes, I., Marcellin, M. W., Sanchez, V., & Serra-Sagrista, J. (2016). Efficient storage of microCT data preserving bone morphometry assessment. Elsevier Computers and Electrical Engineering, 53, 292--300.
• Hernandez-Cabronero, M., Blanes, I., Pinho, A., Marcellin, M. W., & Serra-Sagrista, J. (2016). Analysis-driven lossy compression DNA microarray images. Medical Imaging, IEEE Transactions on, 35(2), 654-664.
• Hernandez-Cabronero, M., Blanes, I., Pinho, A., Marcellin, M. W., & Serra-Sagrista, J. (2016). Progressive lossy-to-lossless compression of DNA microarray images. Signal Processing Letters, IEEE, 23(5), 698-702.
• 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. W. (2016). Visually lossless JPEG2000 for remote image browsing. MDPI - Information, 7(3), 1-20.
• Blanes, I., Hernandez-Cabronero, M., Auli-Llinas, F., Serra-Sagrista, J., & Marcellin, M. W. (2015). Isorange pairwise orthogonal transform. Geoscience and Remote Sensing, IEEE Transactions on, 53(6), 3361--3372.
• Feng, H., Marcellin, M. W., & Bilgin, A. (2015). A methodology for visually lossless JPEG2000 compression of monochrome stereo images. Image Processing, IEEE Transactions on, 24(2), 560--572.
• Pan, L., Marcellin, M. W., Ryan, W. E., & Vasic, B. V. (2015). Viterbi detection for compressive sampled FHSS-GFSK signals. Signal Processing, IEEE Transactions on, 63(22), 5965-5975.
• Auli-Llinas, F., & Marcellin, M. W. (2014). Stationary probability model for microscopic parallelism in JPEG2000. Multimedia, IEEE Transactions on, 16(4), 960-970.
• Jimenez-Rodriguez, L., Auli-Llinas, F., & Marcellin, M. W. (2014). Visually lossless strategies to decode and transmit JPEG2000 imagery. Signal Processing Letters, IEEE, 21(1), 35--38.
• Auli-Llinas, F., Marcellin, M. W., Serra-Sagrista, J., & Bartrina-Rapesta, J. (2013). Lossy-to-lossless 3D image coding through prior coefficient lookup tables. Information Sciences, 239, 266--282.
• Danjean, L., Vasic, B., Marcellin, M. W., & Declercq, D. (2013). Interval-passing algorithm for chemical mixture estimation. Signal Processing Letters, IEEE, 20(9), 849--852.
• Garcia-Naya, J. A., Lopez-Granado, O., Dapena, A., Marcellin, M. W., & Cruz-Chavez, M. (2013). Real-time multimedia coding and transmission. EURASIP Journal on Advances in Signal Processing, 2013(1), 1--3.
• Jimenez-Rodriguez, L., Auli-Llinas, F., & Marcellin, M. W. (2013). FAST rate allocation for JPEG2000 video transmission over time-varying channels. Multimedia, IEEE Transactions on, 15(1), 15--26.
• Munoz-Gomez, J., Bartrina-Rapesta, J., Marcellin, M. W., & Serra-Sagrista, J. (2013). Correlation modeling for compression of computed tomography images. Biomedical and Health Informatics, IEEE Journal of, 17(5), 928--935.
• Oh, H., Bilgin, A., & Marcellin, M. W. (2013). Visually lossless encoding for JPEG2000. Image Processing, IEEE Transactions on, 22(1), 189--201.
• Auli-Llinas, F., & Marcellin, M. W. (2012). Scanning order strategies for bitplane image coding. Image Processing, IEEE Transactions on, 21(4), 1920--1933.
• Blanes, I., Serra-Sagrista, J., Marcellin, M. W., & Bartrina-Rapesta, J. (2012). Divide-and-conquer strategies for hyperspectral image processing: A review of their benefits and advantages. Signal Processing Magazine, IEEE, 29(3), 71--81.
• Hernandez-Cabronero, M., Blanes, I., Marcellin, M. W., & Serra-Sagrista, J. (2012). Standard and specific compression techniques for DNA microarray images. Algorithms, 5(1), 30--49.
• Nguyen, D. V., Chilappagari, S. K., Marcellin, M. W., & Vasic, B. (2012). On the construction of structured LDPC codes free of small trapping sets. Information Theory, IEEE Transactions on, 58(4), 2280--2302.

Proceedings Publications

• Bilgin, A., Marcellin, M. W., & Ahanonu, E. (2020, Spring). Lossless Multi-Component Image Compression based on Integer Wavelet Coefficient Prediction using Convolutional Neural Networks. In IEEE Data Compression Conference.
• Ashok, A., Marcellin, M. W., Bilgin, A., Liu, F., & Lin, Y. (2019, March). Perception-Optimized Encoding for Visually Lossy Image Compression. In 2019 IEEE Data Compression Conference, Snowbird, UT.
• Bilgin, A., & Marcellin, M. W. (2019, March). Editors Proceedings. In 2019 Data Compression Conference, Snowbird, Utah.
• Bilgin, A., Marcellin, M. W., & Ahanonu, E. (2019, March). Clustering Regression Wavelet Analysis for Lossless Compression of Hyperspectral Imagery. In 2019 IEEE Data Compression Conference, Snowbird, UT.
• Collett, A., Ma, T., Craddock, Z., Garcia, G., George, C., & Marcellin, M. W. (2019, October). Telemetry system for monitoring stress and vibrations on amusement park rides. In International Telemetering Conference, Las Vegas, Nevada.
• Fuehrer, D., Nguyen, J., Schreiber, A., & Marcellin, M. W. (2019, October). Designing a telemetry system with a focus on education. In International Telemetering Conference, Las Vegas, Nevada.
• Lin, Y., Ashok, A., Ahanonu, E., Bilgin, A., Hernandez-Cabronero, M., Marcellin, M. W., Liu, F., Liu, F., Hernandez-Cabronero, M., Marcellin, M. W., Ahanonu, E., Bilgin, A., Lin, Y., & Ashok, A. (2019, March). Perception-optimized encoding for visually lossy image compression. In 2019 Data Compression Conference, Snowbird, Utah.
• Marcellin, M. W., Ahanonu, E., & Bilgin, A. (2019, March). Clustering regression wavelet analysis for lossless compression of hyperspectral imagery. In 2019 Data Compression Conference, Snowbird, Utah.
• Norland, K. T., & Marcellin, M. W. (2019, October). Control failures in an unmanned aerial system and the potential for stateless control. In International Telemetering Conference, Las Vegas, Nevada.
• Tan, N., & Marcellin, M. W. (2019, October). Telemetry on Wildcat formula racing vehicle. In International Telemetering Conference, Las Vegas, Nevada.
• Anderson, K., Boyer, K., Brubaker, L., Fuehrer, D., Ruckle, S., Houston, P., Herriman, R., & Marcellin, M. W. (2018, November). An improved telemetry system for monitoring an off-road racecar. In International Telemetering Conference, Glendale, Arizona.
• Ashok, A., Bilgin, A., Marcellin, M. W., & Lin, Y. (2018, March). Task-based JPEG2000 image compression: An information-theoretic approach. In Data Compression Conference.
• Aulí-Llinàs, F., Marcellin, M. W., Sanchez, V., Bartrina-Rapesta, J., & Hernandez-Cabronero, M. (2018, September). Dual link image coding for earth observation satellite. In IEEE Transactions on Geoscience and Remote Sensing, 56, 5083–5096.
• Backhaus, C., Boyer, K., Elmandani, S., Rucker, S., Houston, P., & Marcellin, M. W. (2018, November). A portable solution for on-site analysis and visualization of racecar telemetry data. In International Telemetering Conference, Glendale, Arizona.
• Bahrami, M., Vasic, B. V., & Marcellin, M. W. (2018, November). Constraint gain for two dimensional magnetic recording channels. In International Telemetering Conference, Glendale, Arizona.
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  B. Vasic, and M.W. Marcellin
• Bilgin, A., Ashok, A., Marcellin, M. W., Ahanonu, E., Hernandez-Cabronero, M., Lin, Y., & Liu, F. (2018, March). A visual discrimination model for JPEG2000 compression. In Data Compression Conference.
• Camp, L., Rickel, J., Rubenow, T., & Marcellin, M. W. (2018, November). Remote monitoring of forces on head for detection of traumatic brain injuries on amusement park rides. In International Telemetering Conference, Glendale, Arizona.
• Liu, F., Marcellin, M. W., Goodman, N., & Bilgin, A. (2018, December). Compressive detection of direct sequence spread spectrum signals. In Electronics Letters, 54, 1379–1381.
• Marcellin, M. W., Bilgin, A., & Ahanonu, E. L. (2018, March). Lossless image compression using reversible integer wavelet transforms and convolutional neural networks. In Data Compression Conference.
• Norland, K., & Marcellin, M. W. (2018, November). Dynamic obstacle characterization and avoidance for unmanned aerial systems. In International Telemetering Conference, Glendale, Arizona.
• Schultz, A. C., & Marcellin, M. W. (2018, November). Wiring harness construction and data protocol selection for high noise application. In International Telemetering Conference, Glendale, Arizona.
• Amrani, N., Serra-Sagrista, J., & Marcellin, M. W. (2017, April). Low complexity prediction model for coding remote-sensing data with regression wavelet analysis. In Data Compression Conference.
• Bartrina-Rapesta, J., Sanchez, V., Serra-Sagrista, J., Marcellin, M. W., Auli-Llinas, F., & Blanes, I. (2017, September). Lossless medical image compression through lightweight binary arithmetic coding. In SPIE Optics and Photonics.
• Boyer, K., Brubaker, L., Everly, K., Herriman, R., Houston, P., Ruckle, S., Scobie, R., Ulanday, I., & Marcellin, M. W. (2017, October). A distributed sensor network for an off-road racing vehicle. In International Telemetering Conference.
• Boyer, K., Brubaker, L., Everly, K., Herriman, R., Houston, P., Ruckle, S., Scobie, R., Ulanday, I., & Marcellin, M. W. (2017, October). An expanded communications system for off-grid telemetry. In International Telemetering Conference.
• Hung, D., McKeever, K., Ramirez, R., & Marcellin, M. W. (2017, October). Hybrid onboard-offboard target recognition system for unmanned aerial vehicle. In International Telemetering Conference.
• Hung, D., Tang, C., Allred, C., McKeever, K., Murphy, J., Herriman, R., & Marcellin, M. W. (2017, October). Autonomous ground reconnaissance drone using robot operating system (ROS). In International Telemetering Conference.
• Liu, F., Ahanonu, E. L., Marcellin, M. W., Lin, Y., Ashok, A., & Bilgin, A. (2017, April). Visibility thresholds in reversible JPEG2000 compression. In Data Compression Conference.
• Schultz, A., & Marcellin, M. W. (2017, October). Telemetry and data logging in a Formula SAE race car. In International Telemetering Conference.
• Amrani, N., Serra-Sagrista, J., & Marcellin, M. W. (2016, December). Unbiasedness regression wavelet analysis for progressive-lossy-to-lossless coding of remote-sensing data. In Picture Coding Symposium 2016.
• Amrani, N., Serra-Sagrista, J., Hernandez-Cabronero, M., & Marcellin, M. W. (2016, March). Regression wavelet analysis for progressive-lossy-to-lossless coding of remote-sensing data. In Data Compression Conference.
• Auli-Llinas, F., Marcellin, M. W., Sanchez, V., Serra-Sagrista, J., Bartrina-Rapesta, J., & Blanes, I. (2016, March). Coding scheme for the transmission of satellite imagery. In Data Compression Conference (DCC), 2016.
• Boyer, K., Brubaker, L., Everly, K. B., Sackett, M., & Marcellin, M. W. (2016, November). Telemetry system for real-time monitoring of an offroad racecar. In International Telemetering Conference.
• Giroud, X., Fajardo, N., Garrick, K. R., Kehn, B., Maggio, A., Read, C., Marcellin, M. W., & Melde, K. L. (2016, November). Wearable heart rate and fall detection notification system. In International Telemetering Conference.
• Hoskins, C., Zukova, A., Turnblade, J., Shi, Y., Burrola, S., Marcellin, M. W., & Xin, H. (2016, November). Inkjet printed antennas. In International Telemetering Conference.
• Hung, D., Allred, C., & Marcellin, M. W. (2016, November). Low cost unmanned aircraft system for autonomous flight and computer vision tasks. In International Telemetering Conference.
• 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.
• Liu, F., Lin, Y., Ahanonu, E., Marcellin, M. W., Ashok, A., Krupinski, E., & Bilgin, A. (2016, August). Visibility Thresholds for Visually Lossy JPEG2000. In SPIE Optics and Photonics - Application of Digital Image Processing XXXIX 99711.
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  doi:10.1117/12.2238411
• Meyer, C. J., Mitts, C., Deputy, X., Fox, K., Wang, J., & Marcellin, M. W. (2016, November). Autonomous mapping. In International Telemetering Conference.
• Stadnicka, M., Blanes, I., Serra-Sagrista, J., & Marcellin, M. W. (2016, September). Mitgating discontinuities in segmented Karhunen-Loeve transforms. In Image Processing (ICIP), IEEE International Conference on.
• Hibbs, J., Kibler, T., Odle, J., Power, R., Schucker, T., Warren, A., & Marcellin, M. W. (2015, October). Autonomous mapping using unmanned aerial systems. In International Telemetering Conference.
• Johnson, B., Madrid, C., Yiin, K., Wang, H., Li, C., Tan, X., Marcellin, M. W., & Xin, H. (2015, October). 3D printed antennas for wireless communication. In International Telemetering Conference.
• Niu, K., Shahidullah, A., Vilarasau, A., Ringle, J., Sorrell, M., Zumehly, L., Marcellin, M. W., & Melde, K. L. (2015, October). A low cost open-air system based on an empirical path-loss model. In International Telemetering 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.
• Bishop, C., Armstrong, I., Navarrete, R., Marcellin, M., & Xin, H. (2014, October). A novel method for 3D printing high conductivity alloys for UHF application. In International Telemetering Conference, 10.
• Kundu, A., Noriega, B., O'Brien, C., Speros, C., Ju, D., Marcellin, M., & Melde, K. (2014, October). Time difference of arrival for small mammal tracking system. In International Telemetering Conference.
• 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.
• Liu, F., Marcellin, M. W., Goodman, N. A., & Bilgin, A. (2014, March). Compressive detection of multiple frequency-hopping spread spectrum signals. In Data Compression Conference (DCC), 2014, 415--415.
• Pu, L., Marcellin, M., Bilgin, A., & Ashok, A. (2014, October). Image compression based on task-specific information. In IEEE International Conference on Image Processing.
• Althawab, J., Eberhard, A., Hernandez, J., Manos, J., Patel, A., Travour, A., Oppenfeld, C., Xin, H., Marcellin, M., & Sanders, I. (2013, October). Near field wireless power transmission. In International Telemetering Conference, 10.
• Danjean, L., Vasic, B., Marcellin, M., & Declercq, D. (2013, October). Low-complexity iterative reconstruction algorithms in compressed sensing. In International Telemetering Conference, 10.
• Feng, H., Marcellin, ., & Bilgin, A. (2013, October). Validation for visually lossless compression of stereo images. In International Telemetering Conference, 10.
• Feng, H., Marcellin, M. W., & Bilgin, A. (2013). Visually lossless compression of stereo images. In Data Compression Conference (DCC), 2013, 490--490.
• Hernandez-Cabronero, M., Sanchez, V., Marcellin, M. W., & Serra-Sagrist\`a, J. (2013). A distortion metric for the lossy compression of DNA microarray images. In Data Compression Conference (DCC), 2013, 171--180.
• Jimenez-Rodriguez, L., Aul\'\i-Llin\`as, F., Marcellin, M. W., & Serra-Sagrist\`a, J. (2013). Visually Lossless JPEG 2000 Decoder. In Data Compression Conference (DCC), 2013, 161--170.
• Kundu, I., Rice, S., Klug, K., Chen, H., Marquez, E., Zhong, Y., Marcellin, M., & Melde, K. (2013, October). Collar-integrated small mammal GPS tracker. In International Telemetering Conference, 10.
• Leung, T., Marcellin, M. W., & Bilgin, A. (2013, March). Visually lossless compression of windowed images. In Data Compression Conference (DCC), 2013, 504--504.
• 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., Goodman, N., & Bilgin, A. (2013, October). Spread spectrum signal detection from compressive measurements. In International Telemetering Conference, 10.
• Van Horne, C., Dianics, J., Fasel, H., & Marcellin, M. (2013, October). Machine vision and autonomous integration into an unmanned system. In International Telemetering Conference, 10.
• Adams, E., Albagshi, A., Alnatar, K., Jacob, G., Mogk, N., Sparrold, A., Marcellin, M., & Xin, H. (2012, October). A wireless sensor network powered by microwave engergy. In International Telemetering Conference, 10.
• Auli-Llinas, F., Marcellin, M. W., Jimenez-Rodriguez, L., Blanes, I., & Serra-Sagrista, J. (2012). Embedded quantizer design for low rate lossy image coding. In Data Compression Conference (DCC), 2012, 89--98.
• Bartrina-Rapesta, J., Navarro, M., Mu\~noz-G\'omez, J., Marcellin, M. W., Ruberte, J., & Serra-Sagrist\`a, J. (2012). MicroCT Image Coding Based on Air Filtering. In Data Compression Conference (DCC), 2012, 391--391.
• Feng, H., Marcellin, ., & Bilgin, A. (2012, October). Measurement of visibility thresholds for compression of stereo images. In International Telemetering Conference, 10.
• Hernandez-Cabronero, M., Auli-Llinas, F., Bartrina-Rapesta, J., Blanes, I., Jimenez-Rodriguez, L., Marcellin, M., Munoz-Gomez, J., Sanchez, V., Serra-Sagrista, J., & Xu, Z. (2012, September). Multicomponent compression of DNA microarray images. In CEDI Workshop on Multimedia Data Coding and Transmission, 10.
• Hernandez-Cabronero, M., Munoz-Gomez, J., Blanes, I., Marcellin, M. W., & Serra-Sagrista, J. (2012, Spring). DNA microarray image coding. In Data Compression Conference (DCC), 2012, 32--41.
• Martin, S., Mayer, J., Owan, P., Stephens, K., Suring, L., Grubbs, E., & Marcellin, M. (2012, October). NASA remote imaging system acquisition (RISA) multispectral imager development updates. In International Telemetering Conference, 10.
• Nguyen, D. V., Vasic, B., & Marcellin, M. W. (2012). Selecting two-bit bit flipping algorithms for collective error correction. In Information Theory Proceedings (ISIT), 2012 IEEE International Symposium on, 2881--2885.