Kostadin N. Koroutchev

 

Associate Professor

 

Escuela Politécnica Superior

Universidad Autónoma de Madrid

28049 Cantoblanco, Madrid

SPAIN

 

Ph.D. In Computer Science.
Escuela Politécnica Superior,
Universidad Autónoma de Madrid, Spain
"Hash Methods in Natural Image Statistics and Compression"-Cum Laudem, Supervisor: Prof. J.Dorronsoro

 

 

 

            Research interests:

·        Pattern Recognition,

·        Image Compression,

·        Computer Vision,

·        Classification Algorithms, Probabilistic Learning Methods,

·        Neuronal Networks, Modeling of Biological Neural Networks,

·        Belief Propagation,

·        Biological Signal Processing,

·        Neuronal Networks, Modeling of Biological Neural Networks,

·        Non standard computer architectures

 

 

 

 

Expertise in:

 

           Most recent publications:

·        K.Koroutchev and J.Dorronsoro, Factorization by 4x4 path distributions, SMVP 2004, LNCS 3247, pp. 165-174.

·        D.Dominguez, K.Koroutchev, E.Serrano and F.B.Rodriguez, Mutual Information and Topology I. Assymetric Network, ISNN2004, LNCS 3173, pp.14-19 Springer.

·        K.Koroutchev, D.Dominguez, E.Serrano and F.B.Rodriguez, Mutual Information and Topology II. Symmetric Network, ISNN2004, LNCS 3173, pp.20-25 Springer.

·        K.Koroutchev and J.Dorronsoro, Statistical structure of natural 4x4 image patches, Proceedings of SSPR2004, Springer.

·        K.Koroutchev and E. Koroutcheva, Spatial Asymmetric Retrieval States in Symmetric Hebb Network with Uniform Connectivity, Preprint of ICTP, IC/2004/91, (2004), pp. 1-12.

·        K.Koroutchev and E.Korutcheva, Bump formations in binary attractor neural network. Physical Review E 73, 026107 (2006).

·        K.Koroutchev and E.Korutcheva, Improved Storage Capacity of Hebbian Learning Attractor Neural Network with Bump Formations.  Proceedings of ICANN'06 Conference. LNCS, vol. 4131, p.234, 2006 (Springer-Verlag, Berlin).

·        K.Koroutchev and E.Korutcheva, Bump formations in attractor neural network and their application to image reconstruction. Proceedings of 9th Granada Seminar of Statistical Physics. AIP Conference Proceedings, Volume 887, pp. 242-248 (2007).

·        K. Koroutchev and E. Korutcheva, Detecting the Most Unusual Part of a Digital Image, LNCS, 4958, pp. 286–294, 2008 (Springer-Verlag, Berlin).

·        K. Koroutchev and E. Korutcheva, Fast Algorithm for Detecting the Most Unusual Part of Digital Images with Application to Medical Databases, Proceedings of WSEAS: Mathematical Methods, ISSN: 1790-2769, p. 270 (2008).

·        K. Koroutchev and E. Korutcheva, Fast Algorithm for Detecting the Most Unusual Part of 2d and 3d Digital Images. Application to Large Medical Databases, WSEAS Transactions on Information Science & Applications, Issue 11, Volume 5, November 2008.

·        K. Koroutchev and E. Korutcheva, Detecting the most unusual part of two- and three-dimensional digital images, Pattern Recognition 42(8) 1684 (2009).

·        K. Koroutchev, E. Korutcheva, Jian Shen, Written Texts as Statistical Mechanical Problem, ICTIR 2009, LNCS vol. 5766, p. 241, 2009 (Springer-Verlag, Berlin).