Faculty Directory
Aggelos K. Katsaggelos

Professor of Electrical and Computer Engineering and (by courtesy) Computer Science

Joseph Cummings Professor

Contact

2145 Sheridan Road
Tech Room M468
Evanston, IL 60208-3109

847-491-7164Email Aggelos Katsaggelos

Website

Aggelos Katsaggelos' Homepage


Departments

Electrical and Computer Engineering

Affiliations

Master of Science in Robotics Program


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Education

Ph.D. Electrical Engineering, Georgia Institute of Technology, Atlanta, GA

M.S. Electrical Engineering, Georgia Institute of Technology, Atlanta, GA

B.S. Electrical and Mechanical Engineering, Aristotelian University of Thessaloniki, Thessaloniki, Greece


Research Interests

Multimedia signal processing; multimedia communications; computer vision; pattern recognition; DNA signal processing


Selected Publications

  • Serra, Juan G.; Testa, Matteo; Molina, Rafael; Katsaggelos, Aggelos K., Bayesian K-SVD using fast variational inference, IEEE Transactions on Image Processing 26(7):3344-3359.
  • Iliadis, Michael; Wang, Haohong; Molina, Rafael; Katsaggelos, Aggelos K, Robust and Low-Rank Representation for Fast Face Identification with Occlusions, IEEE Transactions on Image Processing 26(5):2203-2218.
  • Vu, Huyen; Engan, Kjersti; Eftestøl, Trygve; Katsaggelos, Aggelos K; Jatosh, Samwel; Kusulla, Simeon; Mduma, Estomih; Kidanto, Hussein; Ersdal, Hege, Automatic classification of resuscitation activities on birth-asphyxiated newborns using acceleration and ECG signals, Biomedical Signal Processing and Control 36:20-26.
  • Dai, Qiqin; Yoo, Seunghwan; Kappeler, Armin; Katsaggelos, Aggelos K., Sparse representation-based multiple frame video super-resolution, IEEE Transactions on Image Processing 26(2):765-781.
  • 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.; Osterlund, C.; Smith, J. R.; Trouille, L.; Kalogera, V., Gravity Spy, Classical and Quantum Gravity 34(6).
  • Woods, Matthew; Katsaggelos, Aggelos, Remote classification from an airborne camera using image super-resolution, Journal of the Optical Society of America A: Optics and Image Science, and Vision 34(2):203-215.
  • Wang, Zihao; Spinoulas, Leonidas; He, Kuan; Tian, Lei; Cossairt, Oliver Strides; Katsaggelos, Aggelos K; Chen, Huaijin, Compressive holographic video, Optics Express 25(1):250-262.
  • Huang, Xiang; Uffelman, Erich; Cossairt, Oliver Strides; Walton, Marc Sebastian; Katsaggelos, Aggelos K, Computational Imaging for Cultural Heritage, IEEE Signal Processing Magazine 33(5):130-138.
  • Pouyet, E.; Devine, S.; Grafakos, T.; Kieckhefer, Richard; Salvant, J.; Smieska, L.; Woll, A.; Katsaggelos, Aggelos K; Cossairt, Oliver Strides; Walton, Marc Sebastian, Revealing the biography of a hidden medieval manuscript using synchrotron and conventional imaging techniques, Analytica Chimica Acta 982:20-30.
  • Chen, Zhaofu; Molina, Rafael; Katsaggelos, Aggelos K., A variational approach for sparse component estimation and low-rank matrix recovery, CRC Press:14.1-14.19.
  • Ruiz, Pablo; Molina, Rafael; Katsaggelos, Aggelos K, Joint data filtering and labeling using Gaussian processes and alternating direction method of multipliers, IEEE Transactions on Image Processing 25(7):3059-3072.
  • Woods, Matthew; Katsaggelos, Aggelos K, Spatial-Frequency-Based metric for image superresolution, Journal of the Optical Society of America A: Optics and Image Science, and Vision 32(11):2002-2020.
  • AlSaafin, Wael; Villena, Salvador; Vega, Miguel; Molina, Rafael; Katsaggelos, Aggelos K., Compressive sensing super resolution from multiple observations with application to passive millimeter wave images, Digital Signal Processing: A Review Journal 50:180-190.
  • Rad, Ali Bahrami; Engan, Kjersti; Katsaggelos, Aggelos K; Kvaløy, Jan Terje; Wik, Lars; Kramer-Johansen, Jo; Irusta, Unai; Eftestøl, Trygve, Automatic cardiac rhythm interpretation during resuscitation, Resuscitation 102:44-50.
  • Tsiligianni, Evaggelia; Kondi, Lisimachos P.; Katsaggelos, Aggelos K, Preconditioning for underdetermined linear systems with sparse solutions, IEEE Signal Processing Letters 22(9):1239-1243.
  • Zhou, Xu; Mateos, Javier; Zhou, Fugen; Molina, Rafael; Katsaggelos, Aggelos K., Variational Dirichlet Blur Kernel Estimation, IEEE Transactions on Image Processing 24(12):5127-5139.
  • Peláez, Nicolás; Gavalda-Miralles, Arnau; Wang, Bao; Navarro, Heliodoro Tejedor; Gudjonson, Herman; Rebay, Ilaria; Dinner, Aaron R.; Katsaggelos, Aggelos K; Amaral, Luis A N; Carthew, Richard W, Dynamics and heterogeneity of a fate determinant during transition towards cell differentiation, eLife 4(NOVEMBER2015).