Publications

Found 240 results
Author Title Type [ Year(Asc)]
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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)
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)
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, "Video Super-Resolution With Convolutional Neural Networks", IEEE Transactions on Computational Imaging, vol. 2, pp. 109–122, 2016. 07444187.pdf (5.61 MB)
2015
Kotu, L.. P., K. Engan, R.. Borhani, A. K. Katsaggelos, S. Orn, L. Woie, and T. Eftestol, "Cardiac magnetic resonance image-based classification of the risk ofarrhythmias in post-myocardial infarction patients", Artificial Intelligence in Medicine, 2015. paper.pdf (2.15 MB)
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.
Koller, R., L. Schmid, N. Matsuda, T. Niederberger, L. Spinoulas, O. Cossairt, G. Schuster, and A. K. Katsaggelos, "High spatio-temporal resolution video with compressed sensing", Opt. Express, vol. 23, pp. 15992–16007, 06/2015. manuscript_small.pdf (5.95 MB)
Katsaggelos, A. K., S.. Bahaadini, and R. Molina, "(invited) Audiovisual Fusion: Challenges and New Approaches", IEEE Proceedings, vol. 103, issue 9, pp. 1635-1653, 09/2015. paper.pdf (1.84 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.
Chen, Z., R. Molina, and A. K. Katsaggelos, "Robust Recovery of Temporally Smooth Signals from Under-Determined Multiple Measurements", IEEE Transactions on Signal Processing, vol. 63, issue 7, pp. 1779-1791, 04/2015. ChenMolinakatsaggelosTSP2015.pdf (2.38 MB)
Woods, M., and A. K. Katsaggelos, "Spatial-frequency-based metric for image superresolution", JOSA A, vol. 32, pp. 2002–2020, 2015.
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.
2014
Chen, Z., R. Molina, and A. K. Katsaggelos, "Automated Recovery of Compressedly Observed Sparse Signals From Smooth Background", IEEE Signal Processing Letters, vol. 21, pp. 1012-1016, 08/2014. IEEESPLCompressedSparse.pdf (1.12 MB)
Mikhelson, I., P. Lee, A. V. Sahakian, Y. Wu, and A. K. Katsaggelos, "Automatic, Fast, Online Calibration Between Depth and Color Cameras", Journal of Visual Communication and Image Representation, pp. 218-226, January 2014. paper.pdf (1.62 MB)
Ruiz, P., J. Mateos, G. Camps-Valls, R. Molina, and A. K. Katsaggelos, "Bayesian Active Remote Sensing Image Classification", IEEE Transactions on Geoscience and Remote Sensing, vol. 52, pp. 2186-2196, April 2014. Ruiz_GRS_April_2014.pdf (1.11 MB)
Ruiz, P., H. Madero-Orozco, J. Mateos, O. O. Vergara-Villegas, R. Molina, and A. K. Katsaggelos, "Combining Poisson Singular Integral and Total Variation prior models in Image Restoration", Signal Processing, vol. 103, pp. 296-308, 2014. paper.pdf (684.53 KB)
Tsiligianni, E., L. Kondi, and A. K. Katsaggelos, "Construction of Incoherent Unit Norm Tight Frames with Application to Compressed Sensing", IEEE Trans. on Information Theory, vol. 60, pp. 2319-2330, April 2014. paper.pdf (1.47 MB)
Song, L., F. Ziang, Z. Shi, R. Molina, and A. K. Katsaggelos, "Dynamic scene understanding by hierarchical motion pattern mining", IEEE Transactions on Intelligent Transportation Systems, vol. 15, issue 3, June 2014. paper.pdf (2.46 MB)
Villena, S.., M. Vega, R. Molina, and A. K. Katsaggelos, "A Non-stationary Image Prior Combination in Super-Resolution", Digital Signal Processing, vol. 32, pp. 1-10, 10/2014.
Luessi, M., S. D. Babacan, R. Molina, J. R. Booth, and A. K. Katsaggelos, "Variational Bayesian Causal Connectivity Analysis for fMRI", Frontiers in Neuroinformatics, vol. 8, 05/2014. paper.pdf (1.37 MB)

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