Publications

Found 456 results
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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.
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)
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)
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)
2015
Wang, B., X. Wang, A.K.. Katsaggelos, and T.B.. Parrish, "Automatic Segmentation of Chronic Stroke Employing 3D Mean-Shift and Symmetry of the Human Brain", Organization for Human Brain Mapping (OHBM), Honolulu, HI, 06/2015.
Wang, B., X. Wang, A. K. Katsaggelos, and T. B. Parrish, "An Automatic Segmentation Pipeline for Chronic Stroke Lesions Employing Mean-Shift and Symmetry of the Human Brain", American Society of Neuroradiology (ASNR), Chicago, IL, 04/2015.
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.
Sankisa, A., AK. Katsaggelos, and P. V. Pahalawatta, "Distortion Estimation Using Structural Similarity for Video Transmission over Wireless Networks", 2015 IEEE International Symposium on Multimedia (ISM): IEEE, 2015.
I Maqueda, G., P. N de la Blanca, R. Molina, and AK. Katsaggelos, "Fast millimeter wave threat detection algorithm", Signal Processing Conference (EUSIPCO), 2015 23rd European: 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.
Spinoulas, L., O. S. Cossairt, A. K. Katsaggelos, P. Gill, and D. G. Stork, "Performance Comparison of Ultra-Miniature Diffraction Gratings with Lenses and Zone Plates", Imaging and Applied Optics 2015: Optical Society of America, 06/2015. paper.pdf (1.82 MB)
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.
Spinoulas, L., O. Cossairt, and A. K. Katsaggelos, "Sampling optimization for on-chip compressive video", Image Processing (ICIP), 2015 IEEE International Conference on, Sept, 2015. 07351420.pdf (9.63 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.
Spinoulas, L., K. He, O. Cossairt, and A. K. Katsaggelos, "Video Compressive Sensing With On-Chip Programmable Subsampling", Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 06/2015. paper.pdf (3.15 MB)
2014
Wang, B., X. Wang, Q. Dai, A. K. Katsaggelos, and T. B. Parrish, "Automatic detection of chronic stroke employing Mean-Shift and Symmetry of the Human Brain", Organization for Human Brain Mapping (OHBM), Hamburg, Germany, 06/2014.
Ruiz, P., P.. N. de la Blanca, R. Molina, and A. K. Katsaggelos, "Bayesian Classification and Active Learning Using Lp-Priors. Application to Image Segmentation", Proc. 22th European Signal Processing Conference (EUSIPCO), Lisbon, Portugal, 09/2014.
Spinoulas, L., A. K. Katsaggelos, J. Jang, Y. Yoo, J. Im, and J. Paik, "Defocus-invariant image registration for phase-difference detection auto focusing", Consumer Electronics (ISCE 2014), The 18th IEEE International Symposium on, June, 2014. paper.pdf (293.04 KB)
Zhou, X.., R. Molina, F.. Zhou, and A.K.Katsaggelos, "Fast iteratively reweighted least squares for lp regularized image deconvolution and reconstruction", Image Processing (ICIP), 2014 IEEE International Conference on, Oct, 2014.
Ruiz, P.., J.. Mateos, R.. Molina, and A.K.. Katsaggelos, "Learning filters in Gaussian process classification problems", Image Processing (ICIP), 2014 IEEE International Conference on, Oct, 2014.
Nagar, A., G. Srivastava, F. C. A. Fernandes, and A. K. Katsaggelos, "A Novel Differential Coding Scheme for a Compact Image Descriptor with applications to Mobile Visual Search", IEEE ICIP, 2014. paper.pdf (758.31 KB)
Vega, M., R. Molina, and A. K. Katsaggelos, "Parameter Estimation in Bayesian Blind De-convolution with Super Gaussian Image Priors", Proc. 22th European Signal Processing Con- ference (EUSIPCO), Lisbon, Portugal, 09/2014.
Chen, Z., R. Molina, and A. K. Katsaggelos, "Recovery of Correlated Sparse Signals From Under-Sampled Measurements", European Signal Processing Conference (EUSIPCO), 2014. paper.pdf (361.87 KB)
Huang, T., "SCALABLE H.264/AVC VIDEO TRANSMISSION IN MIMO SYSTEM WITH CONTENT AWARE PACKET IMPORTANCE ORDERING", IEEE ICME, 2014. paper.pdf (367.91 KB)
Iliadis, M., L. Spinoulas, A. S. Berahas, H. Wang, and A. K. Katsaggelos, "Sparse representation and least squares-based classification in face recognition", Signal Processing Conference (EUSIPCO), 2014 Proceedings of the 22nd European, Sept, 2014. paper.pdf (406.53 KB)

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