Publications
Books
Doctoral Theses
Licenciate Theses
Master Theses
Journal Articles
Book Chapters
Conference Articles
Other Related Publications

Full list of publications can be found here

2010-2006 2005-2000

  • S. Kiranyaz, T. Ince, and M. Gabbouj, "Dynamic data clustering using stochastic approximation driven multi-dimensional particle swarm optimization," In Proc. of European Conference on the Applications of Evolutionary Computation, Lecture Notes in Computer Science, LNCS 6024, pp. 336-343, Springer 2010. [pdf]

  • S. Kiranyaz, M. Gabbouj, J. Pulkkinen, T. Ince, and Kristian Meissner, “Network of Evolutionary Binary Classifiers for Classification and Retrieval in Macroinvertebrate Databases”, Proc. of IEEE International Conference on Image Processing, ICIP 2010, Hong Kong, 26-29 Sep, 2010. (To Appear) [pdf]

  • T. Ince, S. Kiranyaz and M. Gabbouj, "Classification of Polarimetric SAR Images Using Evolutionary RBF Neural Networks", IEEE Int. Conference on Pattern Recognition , Istanbul, Turkey, Aug. 2010. (To Appear) [pdf]

  • S. Kiranyaz, M. Gabbouj, J. Pulkkinen, T. Ince and K. Meissner, "Classification and Retrieval on Macroinvertabrate Image Databases Using Evolutionary RBF Neural Networks", International Workshop on Advanced Image Technology (IWAIT), Malaysia, Kuala Lumpur, Jan. 2010. [pdf]

  • S. Kiranyaz, T. Ince, and M. Gabbouj, “Stochastic Approximation Driven Particle Swarm Optimization”, Innovations’09, Al-Ain, UAE, Dec. 2009. [pdf]

  • Esin Guldogan and Moncef Gabbouj, "Dynamic Feature Weights with Relevance Feedback in Content-Based Image Retrieval", Proceedings of the IEEE International Symposium on Computer and Information Sciences, ISCIS 2009, Cyprus, September 2009. [pdf]

  • S. Kiranyaz, T. Ince, and M. Gabbouj, "Stochastic Approximation Driven Particle Swarm Optimization", Innovations'09, Al-Ain, UAE, Dec. 2009. [pdf]

  • S. Kiranyaz, S. Uhlmann, and M. Gabbouj, “Dominant Color Extraction based on Dynamic Clustering by Multi-Dimensional Particle Swarm Optimization”, 7th Int. Workshop on Content-Based Multimedia Indexing (CBMI 2009), Crete, Greece, 3-5 June 2009. [pdf]

  • M. Gabbouj, M. Birinci, and S. Kiranyaz, “Perceptual Color Descriptor Based on a Spatial Distribution Model: PROXIMITY HISTOGRAMS”, Int. Conf. on Multimedia Computing and Systems (ICMCS 2009), Quarzazate, Morocco, 02-04 April, 2009. [pdf]

  • Jenni Pulkkinen, S. Kiranyaz and M.Gabbouj, “Multiswarm Particle Swarm Optimization in Multidimensional Dynamic Environments”, in Proc. of 13thFinnish Artificial Intelligence Conference (STeP 2008), Helsinki, Finland, pp. 52-59, Aug. 2008.

  • M. Birinci, S. Kiranyaz and M.Gabbouj, “Image Color Content Description Utilizing Perceptual Color Correlogram”, in Proc. of the IEEE Workshop on Content Based Multimedia Indexing (CBMI'08), pp. 200-207, London, UK, June 2008.

  • S.Kiranyaz, M. Birinci and M. Gabbouj, “Directional Spatial Color Descriptor in a Perceptual Model: Proximity Grids”, 5th Int. Symposium on Image and Signal Proc. and Analysis, ISPA, 2007, Istanbul, Turkey, pp. 119-124, 27-29 Sept. 2007. [pdf]

  • S. Kiranyaz, S. Uhlmann, M. Gabbouj, “Effects of Arbitrary-Shaped Regions on Texture Retrieval”, IEEE International Conference on Signal Processing and Communication, Dubai, United Arab Emirates, pp. 13-16, 24-27 Nov. 2007.

  • S. Uhlmann, S. Kiranyaz, M. Gabbouj, “A Regionalized Content-Based Image Retrieval Framework”, European Signal Processing Conference, EUSIPCO 2007, Poznan – Poland, Sept. 3-7, 2007, pp. 1804-1808, Sept. 3-7, 2007. [pdf]

  • S. Kiranyaz, M. Ferreira, M. Gabbouj, “A Directional Texture Descriptor via 2D Walking Ant Histogram”, in Proc. of Eight International Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS '07), Santorini, Greece, 2007. [pdf]

  • S. Kiranyaz, M. Ferreira, H. Liu, M. Gabbouj, “An Efficient Approach for Boundary based Corner Detection by Maximizing Bending Ratio and Curvature”, in Proc. of Int. Conf. on Information Sciences, Signal Processing and their Applications, ISSPA-2007, Dubai, UAE, 2007. [pdf]

  • S. Kiranyaz, E. Guldogan, M. Partio, O. Guldogan, M. Gabbouj, “An Extended Framework Structure in MUVIS for Content-based Multimedia Indexing and Retrieval”, SETIT 2007, Hammamet - Tunisia, 25-29 Mar. 2007. [pdf]

  • M. Ferreira, S. Kiranyaz and M. Gabbouj, "A Novel Shape Descriptor over Multi-Scale Edge Field: 2D Walking Ant Histogram", in Proc. of IWSSIP 2006, pp. 475-378, Budapest, Hungary, Sep. 21-23, 2006. [pdf]

  • S. Kiranyaz and M.Gabbouj, "An Interactive Query Implementation over High Precision Progressive Query Scheme",In Proc. of WIAMIS Workshop 2006, Korea, 19-21 April, 2006. [pdf]

  • M. Ferreira, S. Kiranyaz and M. Gabbouj, “Multi-scale Edge Detection and Object Extraction for Image Retrieval”, ICASSP 2006, May 15-19, 2006. [pdf]

  • M. Gabbouj, I. Ahmad, Malik Y. Amin and S. Kiranyaz, “Content-based Image Retrieval for Connected Mobile Devices”, ISCCSP 2006, Marrakech, Morocco, 13-15 March 2006

  • I. Ahmad, S. Kiranyaz, F. A. Cheikh and M. Gabbouj, “Audio-based Queries for Video Retrieval over Java Enabled Mobile Devices”, Proc. SPIE (Multimedia on Mobile Devices II), Electronic Imaging Symposium 2006, San Jose, California (USA), 16-20 Jan. 2006. [pdf]

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