Classifying the unknown: Discovering novel gravitational-wave detector glitches using similarity learning von Coughlin, S., Bahaadini, S., Rohani, N., Zevin, M., Patane, O., Harandi, M., Jackson, C., Noroozi, V., Allen, S., Areeda, J., Coughlin, M., Ruiz, P., Berry, C. P. L., Crowston, K., Katsaggelos, A. K., Lundgren, A., Østerlund, C., Smith, J. R., Trouille, L., Kalogera, V.

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Discovering features in gravitational-wave data through detector characterization, citizen science and machine learning von Soni, S, Berry, C P L, Coughlin, S B, Harandi, M, Jackson, C B, Crowston, K, Østerlund, C, Patane, O, Katsaggelos, A K, Trouille, L, Baranowski, V-G, Domainko, W F, Kaminski, K, Rodriguez, M A Lobato, Marciniak, U, Nauta, P, Niklasch, G, Rote, R R, Téglás, B, Unsworth, C, Zhang, C

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Gravity Spy: integrating advanced LIGO detector characterization, machine learning, and citizen science von Zevin, M, Coughlin, S, Bahaadini, S, Besler, E, Rohani, N, Allen, S, Cabero, M, Crowston, K, Katsaggelos, A K, Larson, S L, Lee, T K, Lintott, C, Littenberg, T B, Lundgren, A, Østerlund, C, Smith, J R, Trouille, L, Kalogera, V

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Hybrid image segmentation using watersheds and fast region merging von Haris, K., Efstratiadis, S.N., Maglaveras, N., Katsaggelos, A.K.

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Bayesian combination of sparse and non-sparse priors in image super resolution von Villena, S., Vega, M., Babacan, S.D., Molina, R., Katsaggelos, A.K.

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Bayesian and regularization methods for hyperparameter estimation in image restoration von Molina, R., Katsaggelos, A.K., Mateos, J.

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Labeling Noncontrast Head CT Reports for Common Findings Using Natural Language Processing von Iorga, M, Drakopoulos, M, Naidech, A M, Katsaggelos, A K, Parrish, T B, Hill, V B

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Automatic facial expression recognition using facial animation parameters and multistream HMMs von Aleksic, P.S., Katsaggelos, A.K.

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Projection-based spatially adaptive reconstruction of block-transform compressed images von Yongyi Yang, Galatsanos, N.P., Katsaggelos, A.K.

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General choice of the regularization functional in regularized image restoration von Moon Gi Kang, Katsaggelos, A.K.

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A non-stationary image prior combination in super-resolution von Villena, S., Vega, M., Molina, R., Katsaggelos, A.K.

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Noncontact Millimeter-Wave Real-Time Detection and Tracking of Heart Rate on an Ambulatory Subject von Mikhelson, I. V., Lee, P., Bakhtiari, S., Elmer, Thomas W., Katsaggelos, A. K., Sahakian, A. V.

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Stochastic methods for joint registration, restoration, and interpolation of multiple undersampled images von Woods, N.A., Galatsanos, N.P., Katsaggelos, A.K.

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An optimal polygonal boundary encoding scheme in the rate distortion sense von Schuster, G.M., Katsaggelos, A.K.

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Spatially adaptive wavelet-based multiscale image restoration von Banham, M.R., Katsaggelos, A.K.

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Bayesian resolution enhancement of compressed video von Segall, C.A., Katsaggelos, A.K., Molina, R., Mateos, J.

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A Bayesian approach for the estimation and transmission of regularization parameters for reducing blocking artifacts von Mateos, J., Katsaggelos, A.K., Molina, R.

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MINMAX optimal video summarization von Zhu Li, Schuster, G.M., Katsaggelos, A.K.

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Rate-distortion optimized hybrid error control for real-time packetized video transmission von Fan Zhai, Eisenberg, Y., Pappas, T.N., Berry, R., Katsaggelos, A.K.

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Joint source-channel coding for motion-compensated DCT-based SNR scalable video von Kondi, L.P., Ishtiaq, F., Katsaggelos, A.K.

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