2017

Robust and low-rank representation for fast face identification with occlusions


M. Iliadis, H. Wang, R. Molina, A. K. Katsaggelos,

IEEE Trans. on Image Processing, vol. 26(5), pp. 2203-2218

[PDF]

Fast Bayesian blind deconvolution with Huber super Gaussian priors


X. Zhou, M. Vega, F. Zhou, R. Molina, A. K. Katsaggelos,

Digital Signal Processing, vol. 60, pp. 122-133

[PDF]

Compressive holographic video


Z. Wang, L. Spinoulas, K. He, L. Tian, O. Cossairt, et al.,

Optics Express, vol. 25(1), pp. 250-262

[PDF]

2016

Sparse representation-based multiple frame video super-resolution


Q. Dai, S. Yoo, A. Kappeler, A. K. Katsaggelos,

IEEE Trans. on Image Processing, vol. 26(2), pp. 765-781

[PDF]

Super-resolution of compressed videos using convolutional neural networks


A. Kappeler, S. Yoo, Q. Dai, A. K. Katsaggelos,

IEEE Int. Conf. on Image Processing, pp. 1150-1154

[PDF]

Block based video alignment with linear time and space complexity


A. Kappeler, M. Iliadis, H. Wang, A. K. Katsaggelos,

IEEE Int. Conf. on Image Processing, pp. 3324-3328

[PDF]

A novel cumulative distortion metric and a no-reference sparse prediction model for packet prioritization in encoded video transmission


A. Sankisa, K. Pandremmenou, L. P. Kondi, A. K. Katsaggelos,

IEEE Int. Conf. on Image Processing, pp. 2097-2101

[PDF]

Compressive reconstruction for 3D incoherent holographic microscopy


O. Cossairt, K. He, R. Shang, N. Matsuda, M. Sharma, et al.,

IEEE Int. Conf. on Image Processing, pp. 958-962

[PDF]

Multiframe blind deconvolution of passive millimeter wave images using variational dirichlet blur kernel estimation


J. Mateos, A. López, M. Vega, R. Molina, A. K. Katsaggelos,

IEEE Int. Conf. on Image Processing, pp. 2678-2682

[PDF]

A deep symmetry convnet for stroke lesion segmentation


Y. Wang, A. K. Katsaggelos, X. Wang, T. B. Parrish,

IEEE Int. Conf. on Image Processing, pp. 111-115

[PDF]

Bayesian logistic regression with sparse general representation prior for multispectral image classification


J. G. Serra, P. Ruiz, R. Molina, A. K. Katsaggelos,

IEEE Int. Conf. on Image Processing, pp. 1893-1897

[PDF]

Multi-model robust error correction for face recognition


M. Iliadis, L. Spinoulas, A. S. Berahas, H. Wang, A. K. Katsaggelos,

IEEE Int. Conf. on Image Processing, pp. 3229-3233

[PDF]

Variational Gaussian process for missing label crowdsourcing classification problems


P. Ruiz, E. Besler, R. Molina, A. K. Katsaggelos,

26th IEEE Int. Workshop on Machine Learning for Signal Processing, pp. 1-6

[PDF]

Heart sound anomaly and quality detection using ensemble of neural networks without segmentation


M. Zabihi, A. B. Rad, S. Kiranyaz, M. Gabbouj, A. K. Katsaggelos,

Computing in Cardiology Conference, pp. 613-616

[PDF]

Computational Imaging for Cultural Heritage: Recent developments in spectral imaging, 3-D surface measurement, image relighting, and X-ray mapping


X. Huang, E. Uffelman, O. Cossairt, M. Walton, A. K. Katsaggelos,

IEEE Signal Processing Magazine, vol. 33(5), pp. 130-138

[PDF]

Automatic pigment identification on roman Egyptian paintings by using sparse modeling of hyperspectral images


N. Rohani, J. Salvant, S. Bahaadini, O. Cossairt, M. Walton, A. K. Katsaggelos,

24th European Signal Processing Conf., pp. 2111-2115

[PDF]

Compressed sensing super resolution of color images


W. Saafin, M. Vega, R. Molina, A. K. Katsaggelos,

24th European Signal Processing Conf., pp. 1563-1567

[PDF]

Classification of multiple annotator data using variational Gaussian process inference


E. Besler, P. Ruiz, R. Molina, A. K. Katsaggelos,

24th European Signal Processing Conf., pp. 2025-2029

[PDF]

Deepbinarymask: Learning a binary mask for video compressive sensing


M. Iliadis, L. Spinoulas, A. K. Katsaggelos,

arXiv

[PDF]

X-ray fluorescence image super-resolution using dictionary learning


Q. Dai, E. Pouyet, O. Cossairt, M. Walton, F. Casadio, A. K. Katsaggelos,

2016 IEEE 12th Image, Video, and Multidimensional Signal Processing Workshop (IVMSP), pp. 1-5

[PDF]

SSIM-based distortion estimation for optimized video transmission over inherently noisy channels


A. Sankisa, K. Pandremmenou, P. V. Pahalawatta, L. P. Kondi, A. K. Katsaggelos,

Int. Journal of Multimedia Data Engineering and Management, vol. 7(3), pp. 34-52

[PDF]

Automatic cardiac rhythm interpretation during resuscitation


A. B. Rad, K. Engan, A. K. Katsaggelos, J. T. Kvaløy, L. Wik, et al.,

Resuscitation, vol. 102, pp. 44-50

[PDF]

Joint data filtering and labeling using gaussian processes and alternating direction method of multipliers


P. Ruiz, R. Molina, A. K. Katsaggelos,

IEEE Trans. on Image Processing, vol. 25(7), pp. 3059-3072

[PDF]

Compressive sensing super resolution from multiple observations with application to passive millimeter wave images


W. Saafin, S. Villena, M. Vega, R. Molina, A. K. Katsaggelos,

Digital Signal Processing, vol. 50, pp. 180-190

[PDF]

Video super-resolution with convolutional neural networks


A. Kappeler, S. Yoo, Q. Dai, A. K. Katsaggelos,

IEEE Trans. on Computational Imaging, vol. 2(2), pp. 109-122

[PDF]

2015

Analysis of high-dimensional phase space via Poincaré section for patient-specific seizure detection


M. Zabihi, S. Kiranyaz, A. B. Rad, A. K. Katsaggelos, M. Gabbouj, T. Ince,

IEEE Trans. on Neural Systems and Rehabilitation Engineering, vol. 24(3), pp. 386-398

[PDF]

Distortion estimation using structural similarity for video transmission over wireless networks


A. Sankisa, A. K. Katsaggelos, P. V. Pahalawatta,

IEEE Int. Symposium on Multimedia, pp. 513-518

[PDF]

Variational Bayesian blind image deconvolution: A review


P. Ruiz, X. Zhou, J. Mateos, R. Molina, A. K. Katsaggelos,

Digital Signal Processing, vol. 47, pp. 116-127

[PDF]

Dynamics and heterogeneity of a fate determinant during transition towards cell differentiation


H. T. Navarro, H. Gudjonson, I. Rebay, A. R. Dinner, A. K. Katsaggelos, et al.,

eLife, vol. 4, pp. e08924

[PDF]

Spatial-frequency-based metric for image superresolution


M. Woods, A. K. Katsaggelos,

JOSA A, vol. 32(11), pp. 2002-2020

[PDF]

Dictionary-based multiple frame video super-resolution


Q. Dai, S. Yoo, A. Kappeler, A. K. Katsaggelos,

IEEE Int. Conf. on Image Processing, pp. 83-87

[PDF]

Sampling optimization for on-chip compressive video


L. Spinoulas, O. Cossairt, A. K. Katsaggelos,

IEEE Int. Conf. on Image Processing, pp. 3329-3333

[PDF]

Image super-resolution from compressed sensing observations


W. Saafin, M. Vega, R. Molina, A. K. Katsaggelos,

IEEE Int. Conf. on Image Processing, pp. 4268-4272

[PDF]

Variational dirichlet blur kernel estimation


X. Zhou, J. Mateos, F. Zhou, R. Molina, A. K. Katsaggelos,

IEEE Trans. on Image Processing, vol. 24(12), pp. 5127-5139

[PDF]

Pmmw image super resolution from compressed sensing observations


W. Saafin, S. Villena, M. Vega, R. Molina, A. K. Katsaggelos,

23rd European Signal Processing Conf., pp. 1815-1819

[PDF]

Fast millimeter wave threat detection algorithm


I. G. Maqueda, N. P. De La Blanca, R. Molina, A. K. Katsaggelos,

23rd European Signal Processing Conf., pp. 599-603

[PDF]

Variational gaussian process for sensor fusion


N. Rohani, P. Ruiz, E. Besler, R. Molina, A. K. Katsaggelos,

23rd European Signal Processing Conf., pp. 170-174

[PDF]

Audiovisual fusion: Challenges and new approaches


A. K. Katsaggelos, S. Bahaadini, R. Molina,

Proc. of the IEEE, vol. 103(9), pp. 1635-1653

[PDF]

Cardiac magnetic resonance image-based classification of the risk of arrhythmias in post-myocardial infarction patients


L. P. Kotu, K. Engan, R. Borhani, A. K. Katsaggelos, S. Ørn, et al.,

Artificial intelligence in Medicine, vol. 64(3), pp. 205-215

[PDF]

High spatio-temporal resolution video with compressed sensing


R. Koller, L. Schmid, N. Matsuda, T. Niederberger, L. Spinoulas, et al.,

Optics Express, vol. 23(12), pp. 15992-16007

[PDF]

Performance comparison of ultra-miniature diffraction gratings with lenses and zone plates


L. Spinoulas, O. Cossairt, A. K. Katsaggelos, P. Gill, D. Stork,

Computational Optical Sensing and Imaging, pp. CM3E. 1

[PDF]

Video compressive sensing with on-chip programmable subsampling


L. Spinoulas, K. He, O. Cossairt, A. K. Katsaggelos,

Proc. of the IEEE Conf. on Computer Vision and Pattern Recognition Workshops, pp. 49-57

[PDF]

Robust recovery of temporally smooth signals from under-determined multiple measurements


Z. Chen, R. Molina, A. K. Katsaggelos,

IEEE Trans. on Signal Processing, vol. 63(7), pp. 1779-1791

[PDF]

Preconditioning for underdetermined linear systems with sparse solutions


E. Tsiligianni, L. P. Kondi, A. K. Katsaggelos,

IEEE Signal Processing Letters, vol. 22(9), pp. 1239-1243

[PDF]

2014

Learning filters in Gaussian process classification problems, pp. 2913-2917


P. Ruiz, J. Mateos, R. Molina, A. K. Katsaggelos,

IEEE Int. Conf. on Image Processing

[PDF]

Fast iteratively reweighted least squares for lp regularized image deconvolution and reconstruction, pp. 1783-1787


X. Zhou, R. Molina, F. Zhou, A. K. Katsaggelos,

IEEE Int. Conf. on Image Processing

[PDF]

Combining Poisson singular integral and total variation prior models in image restoration, vol. 30, pp. 296-308


P. Ruiz, H. Madero-Orozco, J. Mateos, O. O. Vergara-Villegas, R. Molina, A. K. Katsaggelos,

Signal Processing

Recovery of correlated sparse signals from under-sampled measurements


Z. Chen, R. Molina, A. K. Katsaggelos,

European Signal Processing Conf.

[PDF]