• 14785 Citations
1983 …2020

Research output per year

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2017

Blind image deconvolution: Problem formulation and existing approaches

Bishop, T. E., Babacan, S. D., Amizic, B., Katsaggelos, A. K., Chan, T. & Molina, R., Jan 1 2017, Blind Image Deconvolution: Theory and Applications. CRC Press, p. 1-42 42 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

12 Scopus citations

Variational bayesian super-resolution reconstruction

Babacan, S. D., Molina, R. & Katsaggelos, A. K., Jan 1 2017, Super-Resolution Imaging. CRC Press, p. 285-314 30 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

1 Scopus citations
2016

A variational approach for sparse component estimation and low-rank matrix recovery

Chen, Z., Molina, R. & Katsaggelos, A. K., Jul 6 2016, Handbook of Robust Low-Rank and Sparse Matrix Decomposition: Applications in Image and Video Processing. CRC Press, p. 14.1-14.19

Research output: Chapter in Book/Report/Conference proceedingChapter

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

Sankisa, A., Pahalawatta, P. V., Pandremmenou, K., Kondi, L. P. & Katsaggelos, A. K., Aug 30 2016, Biometrics: Concepts, Methodologies, Tools, and Applications. IGI Global, p. 690-709 20 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

2014

Techniques in image sequence filtering for clinical angiography

Chan, C. L., Katsaggelos, A. K. & Sahakian, A. V., Mar 5 2014, Medical Imaging Syst Tech and Ap: Cardiovascular Systems. Taylor and Francis, p. 93-146 54 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

2013

Interactive Pansharpening and Active Classification in Remote Sensing

Ruiz, P., Mateos, J., Camps-Valls, G., Molina, R. & Katsaggelos, A. K., Oct 21 2013, Multimodal Interaction in Image and Video Applications. Sappa, A. & Vitria, J. (eds.). p. 67-81 15 p. (Intelligent Systems Reference Library; vol. 48).

Research output: Chapter in Book/Report/Conference proceedingChapter

Video activity recognition by luminance differential trajectory and aligned projection distance

Zheng, H., Li, Z., Fu, Y., Katsaggelos, A. K. & You, J., Jan 1 2013, Handbook of Statistics. Elsevier B.V., p. 300-325 26 p. (Handbook of Statistics; vol. 31).

Research output: Chapter in Book/Report/Conference proceedingChapter

2011

La Joie De Vivre: The Evolution of a Masterpiece

Katsaggelos, A. K., 2011, Picasso Express.

Research output: Chapter in Book/Report/Conference proceedingChapter

2010

A resolution adaptive video compression system

Uslubas, S., Maani, E. & Katsaggelos, A. K., Mar 24 2010, Intelligent Multimedia Communication: Techniques and Applications. Chen, C. W., Li, Z. & Lian, S. (eds.). p. 167-194 28 p. (Studies in Computational Intelligence; vol. 280).

Research output: Chapter in Book/Report/Conference proceedingChapter

6 Scopus citations

Bayesian Super-Resolution: Digital Imaging and Computer Vision

Katsaggelos, A. K., 2010, Super-Resolution Imaging: Digital Imaging and Computer Vision. CRC Press

Research output: Chapter in Book/Report/Conference proceedingChapter

2009

Audio-visual and visual-only speech and speaker recognition: Issues about theory, system design, and implementation

Shiell, D. J., Terry, L. H., Aleksic, P. S. & Katsaggelos, A. K., Dec 1 2009, Visual Speech Recognition: Lip Segmentation and Mapping. IGI Global, p. 1-38 38 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

6 Scopus citations

Audiovisual Speech Processing

Aleksic, P. S., Potamianos, G. & Katsaggelos, A. K., Dec 1 2009, The Essential Guide to Video Processing. Elsevier Inc, p. 689-737 49 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

2 Scopus citations

Iterative Image Restoration

Katsaggelos, A. K., Babacan, S. D. & Chun-Jen, T., Dec 1 2009, The Essential Guide to Image Processing. Elsevier Inc, p. 349-383 35 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

2 Scopus citations

Lip feature extraction and feature evaluation in the context of speech and speaker recognition

Aleksic, P. S. & Katsaggelos, A. K., Dec 1 2009, Visual Speech Recognition: Lip Segmentation and Mapping. IGI Global, p. 39-69 31 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

2 Scopus citations

Multimedia Data Indexing

Katsaggelos, A. K., 2009, Semantic Mining Technologies for Multimedia Databases. IGI Global Publications, p. 449-475

Research output: Chapter in Book/Report/Conference proceedingChapter

Wireless Video Streaming

Zhai, F., Pahalawatta, P. & Katsaggelos, A. K., Dec 1 2009, The Essential Guide to Video Processing. Elsevier Inc, p. 571-618 48 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

2008

Audio-Visual and Visual-only Speech and Speaker Recognition-issues about theory, system design, and implementation: Lip Segmentation and Mapping

Katsaggelos, A. K., 2008, Visual Speech Recognition: Lip Segmentation and Mapping. IGI Global

Research output: Chapter in Book/Report/Conference proceedingChapter

Lip Feature Extraction and Feature Evaluation: Lip Segmentation and Mapping

Katsaggelos, A. K., 2008, Visual Speech Recognition: Lip Segmentation and Mapping. IGI Global

Research output: Chapter in Book/Report/Conference proceedingChapter

Using Video in Speech Processing

Katsaggelos, A. K., 2008, The Essential Guide to Video Processing. Academic Press

Research output: Chapter in Book/Report/Conference proceedingChapter

Wireless Video Streaming

Katsaggelos, A. K., 2008, The Essential Guide to Video Processing. Academic Press

Research output: Chapter in Book/Report/Conference proceedingChapter

2007

Blind Image Deconvolution: Problem Formulation and Existing Approaches: Theory and Applications

Katsaggelos, A. K., 2007, Blind Image Deconvolution: Theory and Applications. CRC Press

Research output: Chapter in Book/Report/Conference proceedingChapter

2006

Simulations of DNA Based Storage of Digital Signals

Katsaggelos, A. K., 2006, Application of DNA computing to engineering problems. Artech Pubs

Research output: Chapter in Book/Report/Conference proceedingChapter

2005

Audio-Visual Signal Processing

Katsaggelos, A. K., 2005, Handbook of Image and Video Processing. Elsevier, Academic Press, p. 1263-1290

Research output: Chapter in Book/Report/Conference proceedingChapter

Camera Calibration for 3D Reconstruction and View Transformation: Synthesis and Analysis Techniques for the Human Bo

Lei, B. J., Hendricks, E. A. & Katsaggelos, A. K., 2005, 3D Modeling and Animation: Synthesis and Analysis Techniques for the Human Bo. Sarris, N. & Strintzis, M. G. (eds.). IRM Press, p. 70-129

Research output: Chapter in Book/Report/Conference proceedingChapter

Exploiting Visual Information in Automatic Speech Processing

Aleksic, P., Potamianos, G. & Katsaggelos, A. K., Dec 1 2005, Handbook of Image and Video Processing. Elsevier Inc, p. 1263-1289 27 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

9 Scopus citations

Iterative Image Restoration

Katsaggelos, A. K., 2005, Handbook of Image and Video Processing. Elsevier, Academic Press, p. 235-252

Research output: Chapter in Book/Report/Conference proceedingChapter

Iterative Image Restoration

Katsaggelos, A. K. & Tsai, C. J., Dec 1 2005, Handbook of Image and Video Processing. Elsevier Inc, p. 235-252 18 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

3 Scopus citations

Joint Source-Channel Coding for Video Communications

Katsaggelos, A. K., 2005, Handbook of Image and Video Processing. Elsevier, Academic Press, p. 1065-1082

Research output: Chapter in Book/Report/Conference proceedingChapter

11 Scopus citations

Joint Source-Channel Coding for Video Communications

Zhai, F., Eisenberg, Y. & Katsaggelos, A. K., Dec 1 2005, Handbook of Image and Video Processing. Elsevier Inc, p. 1065-1082 18 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

11 Scopus citations

Multichannel Image Recovery

Galatsanos, N. P., Wernick, M. N., Katsaggelos, A. K. & Molina, R., 2005, Handbook of Image and Video Processing. Elsevier Inc, p. 203-217 15 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

8 Scopus citations

Multi-channel Image Recovery

Katsaggelos, A. K., 2005, Handbook of Image and Video Processing. Elsevier, Academic Press, p. 203-218

Research output: Chapter in Book/Report/Conference proceedingChapter

Post-Processing for Compressed Images and Video

Katsaggelos, A. K., 2005, Handbook of Image and Video Processing. Elsevier, Academic Press, p. 761-776

Research output: Chapter in Book/Report/Conference proceedingChapter

Rate-Distortion Optimal Video Summarization and Coding

Li, Z., Katsaggelos, A. K., Schuster, G. & Gandhi, B., 2005, Intelligent Multimedia Processing with Soft Computing. Tan, Y. P., Yap, K. H. & Wang, L. (eds.). Springer Verlag

Research output: Chapter in Book/Report/Conference proceedingChapter

Recovery Methods for Postprocessing of Compressed Images

Yang, Y., Galatsanos, N. P. & Katsaggelos, A. K., Dec 1 2005, Handbook of Image and Video Processing. Elsevier Inc, p. 761-774 14 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

2004

High Resolution Images from a Sequence of Low Resolution Observations: Compression and Analysis

Katsaggelos, A. K., 2004, Digital Image Sequence Processing: Compression and Analysis. CRC Press, p. 233-259

Research output: Chapter in Book/Report/Conference proceedingChapter

High-resolution images from a sequence of low-resolution observations

Alvarez, L. D., Molina, R. & Katsaggelos, A. K., Jan 1 2004, Digital Image Sequence Processing, Compression, and Analysis. CRC Press, p. 233-259 27 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

4 Scopus citations
2003

Bayesian image estimation from an incomplete set of blurred, undersampled low resolution images

Mateos, J., Vega, M., Molina, R. & Katsaggelos, A. K., Jan 1 2003, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Perales, F. J., Campilho, A. J. C., Perez, N. P. & Perez, N. P. (eds.). Springer Verlag, p. 538-546 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 2652).

Research output: Chapter in Book/Report/Conference proceedingChapter

5 Scopus citations

Bayesian SPECT image reconstruction with scale hyperparameter estimation for scalable prior

López, A., Molina, R. & Katsaggelos, A. K., Jan 1 2003, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Perales, F. J., Campilho, A. J. C., Perez, N. P. & Perez, N. P. (eds.). Springer Verlag, p. 445-452 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 2652).

Research output: Chapter in Book/Report/Conference proceedingChapter

Detection, classification, and collaborative tracking of multiple targets using video sensors

Pahalawatta, P. V., Depalov, D., Pappas, T. N. & Katsaggelos, A. K., 2003, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Zhao, F. & Guibas, L. (eds.). Springer Verlag, p. 529-544 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 2634).

Research output: Chapter in Book/Report/Conference proceedingChapter

8 Scopus citations

Multi-channel reconstruction of video sequences from low-resolution and compressed observations

Alvarez, L. D., Molina, R. & Katsaggelos, A. K., 2003, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Sanfeliu, A. & Ruiz-Shulcloper, J. (eds.). Springer Verlag, p. 46-53 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 2905).

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
3 Scopus citations
2001

Rate-Distortion Techniques in Image and Video Coding

Katsaggelos, A. K. & Melnikov, G., 2001, Multimedia Image and Video Processing. Guan, L., Kung, S. Y. & Larsen, J. (eds.). CRC Press, p. 331-362

Research output: Chapter in Book/Report/Conference proceedingChapter

Subpixel Shift Based Methods for Super-Resolution Imaging

Katsaggelos, A. K., 2001, Super-Resolution Imaging. Kluwer Academic Publishers

Research output: Chapter in Book/Report/Conference proceedingChapter

Super-resolution from Compresed Video

Katsagellos, A. K., Segall, A., Mateos, J., Molina, R. & Katsaggelos, A. K., 2001, Super-Resolution Imaging. Chaudhuri, S. (ed.). Kluwer Academic Publishers

Research output: Chapter in Book/Report/Conference proceedingChapter

2000

Iterative Image Restoration

Katsaggelos, A. K., 2000, Handbook of Image and Video Processing. Academic Press, p. 191-206

Research output: Chapter in Book/Report/Conference proceedingChapter

Multi-channel Image Recovery

Katsaggelos, A. K., Galatsanos, N. P. & Wernick, M., 2000, Handbook of Image and Video Processing. Bovik, A. (ed.). Academic Press, p. 161-174

Research output: Chapter in Book/Report/Conference proceedingChapter

1998

Image Recovery Using the EM Algorithm

Katsaggelos, A. K. & Zhang, J., 1998, DSP Handbook. CRC Press/IEEE Press, p. 29.1-29.21

Research output: Chapter in Book/Report/Conference proceedingChapter

Iterative Approaches to Image Restoration

Katsaggelos, A. K., 1998, DSP Handbook. CRC Press/IEEE Press, p. 34.1-34.16

Research output: Chapter in Book/Report/Conference proceedingChapter

Removal of blocking artifacts using a hierarchical Bayesian approach

Katsaggelos, A. K., Molina, R. & Mateos, J., 1998, Signal Recovery Techniques for Image and Video Compression and Transmission. Katsaggelos, A. K. & Galatsanos, N. P. (eds.). Kluwer Academic Publishers

Research output: Chapter in Book/Report/Conference proceedingChapter

1997

On Image Restoration Techniques for Medical Imaging: Diagnosis Optimization Techniques

Katsaggelos, A. K., 1997, Medical Imaging Systems Techniques and Applications: Diagnosis Optimization Techniques. Gordon and Breach Publishers, Inc., Vol. 3. p. 1-68

Research output: Chapter in Book/Report/Conference proceedingChapter

Restoration of Severely Blurred High Range Images Using Stochastic and Deterministic Relaxation Algorithms in Compound Gauss Markov Random Fields

Katsaggelos, A. K., 1997, Energy Minimization Methods in Computer Vision and Pattern Recognition. Springer, Vol. 1223. (Lectures Notes in Computer Science)(Lectures Notes in Computer Science).

Research output: Chapter in Book/Report/Conference proceedingChapter

1 Scopus citations