Publications

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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.
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Jiang, F., Y. Wu, and A. K. Katsaggelos, "Abnormal event detection based on trajectory clustering by 2-depth greedy search", ICASSP, pp. 2129-2132, 31/3/2008. paper.pdf (668.51 KB)
Jiang, F., Y. Wu, and A. K. Katsaggelos, "Abnormal event detection from surveillance video by dynamic hierarchical clustering", ICIP, vol. 5, pp. 145-148, 01/09/2007. paper.pdf (405.14 KB)
Li, X., J. R. Jackson, A. K. Katsaggelos, and R. M. Mersereau, "An Adaptive Coding Scheme Using Affine Motion Model for MPEG V-POP", Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing, 01/05/2004. paper.pdf (278.02 KB)
Katsaggelos, A. K., R. P. Kleihorst, S. N. Efstratiadis, and R. L. Lagendijk, "Adaptive Image Sequence Noise Filtering Methods", Proc. 1991 SPIE Conf. on Visual Communications and Image Processing, vol. 1606,, 01/11/1991. paper.pdf (502.3 KB)
Fang, L., O. C. Au, and A. K. Katsaggelos, "Adaptive Joint Demosaicking and Subpixel-Based Down-Sampling for Bayer Image", IEEE International Conference on Multimedia and Expo (ICME2011), July 11-15, 2011. paper.pdf (1.16 MB)
Efstratiadis, S. N., and A. K. Katsaggelos, "Adaptive Multiple-Input Constrained Pel-Recursive Displacement Estimation", Proc. 1992 Int. Conf. Acoust., Speech, Signal Processing, pp. III-245-III-248, 01/03/1992. paper.pdf (386.36 KB)
Katsaggelos, A. K., and S. N. Efstratiadis, "Adaptive Multiple-Input Pel-Recursive Motion Estimation", Proc. 7th Workshop on MDSP, pp. 5.6, 01/09/1991.
Katsaggelos, A. K., M. G. Kang, and M. R. Banham, "Adaptive Regularized Restoration Algorithms Applied to HST Images", Space Telescope Science Institute Workshop, pp. 3-13, 01/11/1993. paper.pdf (561.82 KB)
Efstratiadis, S. N., and A. K. Katsaggelos, "Adaptive Restoration of Regionally Blurred Noisy Images", Proceedings of Conference on Information Sciences and Systems, pp. 650-656, 01/03/1989.
Watt, J. M., M. G. Linguraru, and R. M. Summers, "Affine invariant parameterization to assess local shape in abdominal organs", Proceedings of SPIE, 2011.
Galatsanos, N. P., and A. K. Katsaggelos, "An Analysis of Regularized Linear Image Recovery", Proc. Signal Recovery and Synthesis IV, Optical Society of America, 01/04/1992.
Fang, L., K. Tang, O. C. Au, and A. K. Katsaggelos, "Anti-Aliasing Filter for Subpixel Down-Sampling Based on Frequency Analysis", Int. Conf. on Acoustics, Speech, and Signal Processing, May 22-27, 2011. paper.pdf (822.87 KB)
Segall, A. C., and A. K. Katsaggelos, "Application of the Motion Vector Constraint to the Regularized Enhancement of Compressed Video", ICIP, 07/10/2001. paper.pdf (76.77 KB)
"Applications of Artificial Neural Networks in Image Processing", Proceedings of SPIE, vol. 2664, 1996.
"Applications of Artificial Neural Networks in Image Processing IV", Proceedings of SPI, vol. 3647, 1999.
"Applications of Artificial Neural Networks in Image Processing III", Proceedings of SPI, vol. 3647, 1999.
"Applications of Artificial Neural Networks in Image Processing II", Proceedings of SPI, vol. 3647, 1999.
"Applications of Artificial Neural Networks in Image Processing VIII", Proceedings of SPIE, vol. 5015, 2003.
"Applications of Artificial Neural Networks in Image Processing VII", Proceedings of SPIE, vol. 5015, 2003.
"Applications of Artificial Neural Networks in Image Processing VI", Proceedings of SPIE, vol. 5015, 2003.
"Applications of Artificial Neural Networks in Image Processing V", Proceedings of SPIE, vol. 5015, 2003.
Segall, C. A., and A. K. Katsaggelos, "Approaches for the Restoration of Compressed Video", Proceedings of IEEE International Conference on Image Processing, 01/09/2003.
Mateos, J., R. Molina, and A. K. Katsaggelos, "Approximations of Posterior Distributions in Blind Deconvolution Using Variational Methods", IEEE International Conference on Image Processing (ICIP 2005), vol. 2, pp. II- 770-773, 11/09/2005. paper.pdf (136.67 KB)
Terry, L. H., K. Livescu, J. Pierrehumbert, and A. K. Katsaggelos, "Audio-Visual Anticipatory Coarticulation Modeling by Human and Machine", Interspeech 2010, 27/09/2010. paper.pdf (117.63 KB)

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