Publications

Found 835 results
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2017
Bahaadini, S., N. Rohani, S. Coughlin, M. Zevin, V. Kalogera, and A. K. Katsaggelos, "Deep Multi-view Models for Glitch Classification", 42nd IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP'17), New Orleans, USA, 2017. deep-multi-view.pdf (1.73 MB)
Zevin, M., S. Coughlin, S. Bahaadini, E. Besler, N. Rohani, S. Allen, M. Cabero, K. Crowston, AK. Katsaggelos, SL. Larson, et al., "Gravity Spy: integrating advanced LIGO detector characterization, machine learning, and citizen science", Classical and Quantum Gravity, vol. 34, pp. 064003, 2017. GravitySpy.pdf (9.8 MB)
Dai, Q., S. Yoo, A. Kappeler, and A. K. Katsaggelos, "Sparse Representation Based Multiple Frame Video Super-Resolution", IEEE Transactions on Image Processing, 02/2017. DL_SR_TIP (1).pdf (7.27 MB)
2016
Wang, Y., X. Wang, A. K. Katsaggelos, and T. B. Parrish, "3D Convolutional Neural Network for Chronic Stroke Lesion Segmentation", The Organization for Human Brain Mapping (OHBM), Geneva, Switzerland, 01/2016.
Zabihi, M., S. Kiranyaz, A. Bahrami Rad, A. K. Katsaggelos, M. Gabbouj, and T. Ince, "Analysis of high-dimensional phase space via Poincaré section for patient-specific seizure detection", IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 24, pp. 386–398, 2016.
Rad, A. Bahrami, K. Engan, A. K. Katsaggelos, J. Terje Kvaløy, L. Wik, J. Kramer-Johansen, U. Irusta, and T. Eftestøl, "Automatic cardiac rhythm interpretation during resuscitation", Resuscitation, vol. 102, pp. 44–50, 2016.
AlSaafin, W., S. Villena, M. Vega, R. Molina, and A. K. Katsaggelos, "Compressive sensing super resolution from multiple observations with application to passive millimeter wave images", Digital Signal Processing, vol. 50, pp. 180–190, 2016.
Huang, X., E. Uffelman, O. Cossairt, M. Walton, and A. K. Katsaggelos, "Computational Imaging for Cultural Heritage: Recent developments in spectral imaging, 3-D surface measurement, image relighting, and X-ray mapping", IEEE Signal Processing Magazine, vol. 33, pp. 130–138, 2016. SPM_0916.pdf (2.41 MB)
Wang, Y., X. Wang, A. K. Katsaggelos, and T. B. Parrish, "A DEEP SYMMETRY CONVNET FOR STROKE LESION SEGMENTATION", IEEE International Conference on Image Processing, Phoenix, Arizona, USA, 02/2016. ICIP2016_Joyce_2_9.pdf (867.7 KB)
Ruiz, P., R. Molina, and A. K. Katsaggelos, "Joint Data Filtering and Labeling Using Gaussian Processes and Alternating Direction Method of Multipliers", IEEE Transactions on Image Processing, vol. 25, pp. 3059–3072, 2016. 07460233.pdf (2.83 MB)
Watt, J., R. Borhani, and A. K. Katsaggelos, Machine Learning Refined: Foundations, Algorithms, and Applications, : Cambridge University Press, 2016.
Watt, J., R. Borhani, and A.. K. Katsaggelos, Machine Learning Refined: Foundations, Algorithms, and Applications, , 2016.
Sankisa, A., K. Pandremmenou, P. V. Pahalawatta, L. P. Kondi, and A. K. Katsaggelos, "SSIM-Based Distortion Estimation for Optimized Video Transmission over Inherently Noisy Channels", International Journal of Multimedia Data Engineering and Management (IJMDEM), vol. 7, pp. 34–52, 2016.
Kappeler, A., S. Yoo, Q. Dai, and A. K. Katsaggelos, "Super-resolution of compressed videos using convolutional neural networks", Image Processing (ICIP), 2016 IEEE International Conference on: IEEE, 2016. 07532538 (3).pdf (1.14 MB)
Chen, Z., R. Molina, and A. K. Katsaggelos, "A Variational Approach for Sparse Component Estimation and Low- Rank Matrix Recovery", Handbook of Robust Low-Rank and Sparse Matrix Decomposition: CRC Press, 2016.
Kappeler, A.., S.. Yoo, Q.. Dai, and A. K. Katsaggelos, Video Super-Resolution With Convolutional Neural Networks, , 2016. 07444187.pdf (5.61 MB)
Kappeler, A., S. Yoo, Q. Dai, and A. K. Katsaggelos, "Video Super-Resolution With Convolutional Neural Networks", IEEE Transactions on Computational Imaging, vol. 2, pp. 109–122, 2016. 07444187.pdf (5.61 MB)
Dai, Q., E. Pouyet, O. Cossairt, M. Walton, F. Casadio, and A. Katsaggelos, "X-Ray fluorescence image super-resolution using dictionary learning", Image, Video, and Multidimensional Signal Processing Workshop (IVMSP), 2016 IEEE 12th: IEEE, 2016. IVMSP_2016.pdf (1004.26 KB)

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