Publications

Found 18 results
Author Title [ Type(Desc)] Year
Filters: Author is Katsaggelos, Aggelos K  [Clear All Filters]
Conference Paper
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)
Dai, Q., S. Yoo, A. Kappeler, and A. K. Katsaggelos, "Dictionary-based multiple frame video super-resolution", Image Processing (ICIP), 2015 IEEE International Conference on: IEEE, 2015.
Saafin, W., M. Vega, R. Molina, and A. K. Katsaggelos, "Image super-resolution from compressed sensing observations", Image Processing (ICIP), 2015 IEEE International Conference on: IEEE, 2015.
Saafin, W., S. Villena, M. Vega, R. Molina, and A. K. Katsaggelos, "Pmmw image super resolution from compressed sensing observations", Signal Processing Conference (EUSIPCO), 2015 23rd European: IEEE, 2015.
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)
Rohani, N., P. Ruiz, E. Besler, R. Molina, and A. K. Katsaggelos, "Variational Gaussian process for sensor fusion", Signal Processing Conference (EUSIPCO), 2015 23rd European: IEEE, 2015.
Journal Article
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.
Peláez, N., A. Gavalda-Miralles, B. Wang, H. Tejedor Navarro, H. Gudjonson, I. Rebay, A. R. Dinner, A. K. Katsaggelos, L. A. N. Amaral, and R. W. Carthew, "Dynamics and heterogeneity of a fate determinant during transition towards cell differentiation", eLife, vol. 4, pp. e08924, 2015.
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)
Tsiligianni, E., L. P. Kondi, and A. K. Katsaggelos, "Preconditioning for Underdetermined Linear Systems with Sparse Solutions", IEEE Signal Processing Letters, vol. 22, pp. 1239–1243, 2015.
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)
Woods, M., and A. K. Katsaggelos, "Spatial-frequency-based metric for image superresolution", JOSA A, vol. 32, pp. 2002–2020, 2015.
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.
Ruiz, P., X. Zhou, J. Mateos, R. Molina, and A. K. Katsaggelos, "Variational Bayesian blind image deconvolution: A review", Digital Signal Processing, vol. 47, pp. 116–127, 2015.
Zhou, X., J. Mateos, F. Zhou, R. Molina, and A. K. Katsaggelos, "Variational Dirichlet Blur Kernel Estimation", IEEE Transactions on Image Processing, vol. 24, pp. 5127–5139, 2015.
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)