RNDr. Stanislav Mikeš, Ph.D.
research associate
Department:
Pattern Recognition Department
Research interests:
Texture Segmentation, Benchmarking, Visual Texture Modeling
Biography
Publication list
Received the Graduation degree (MSc) in 2002 and the PhD degree in 2010 from the Faculty of Mathematics and Physics at Charles University in Prague. My research focuses on several areas within computer vision and pattern recognition, with particular emphasis on visual texture modeling, image segmentation, benchmarking of algorithms, and pattern recognition techniques. I have experience in developing and evaluating methods for texture analysis, as well as designing and implementing benchmarking framework (The Prague Texture Segmentation Datagenerator and Benchmark) to assess the performance of segmentation algorithms.
Books and chapters
- : Unsupervised Texture Segmentation, Pattern Recognition, p. 227-248 Download [2008]
Journal articles
- : Texture Segmentation Benchmark, IEEE Transactions on Pattern Analysis and Machine Intelligence 44 9 (2022), p. 5647-5663 Download Download DOI: 10.1109/TPAMI.2021.3075916 [2022]
- : A competition in unsupervised color image segmentation, Pattern Recognition 57 9 (2016), p. 136-151 Download DOI: 10.1016/j.patcog.2016.03.003 [2016]
- : Benchmarking of Remote Sensing Segmentation Methods, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 8 5 (2015), p. 2240-2248 Download DOI: 10.1109/JSTARS.2015.2416656 [2015]
- : Unsupervised Image Segmentation, IAPR Newsletter 36 4 (2014), p. 23-23 Download [2014]
- : National Gallery in Prague, ERCIM News 2011 86 (2011), p. 23-24 Download [2011]
- : Unsupervised Detection of Mammogram Regions of Interest, Lecture Notes in Computer Science 2007, p. 33-40 Download DOI: 10.1007/978-3-540-74829-8_5 [2007]
- : Texture Defect Detection, Lecture Notes in Computer Science 2007, p. 987-994 Download [2007]
- : Unsupervised Texture Segmentation Using Multiple Segmenters Strategy, Lecture Notes in Computer Science 2007 4472 (2007), p. 210-219 [2007]
- : Prague texture segmentation data generator and benchmark, ERCIM News 2006 64 (2006), p. 67-68 [2006]
- : Colour texture segmentation using modelling approach, Pattern Recognition and Image Analysis 3687 - (2005), p. 484-491 [2005]
Other publications
- : Optimal Activation Function for Anisotropic BRDF Modeling, Proceedings of the 18th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - GRAPP, p. 162-169, Eds: Sousa A. Augusto, Bashford-Rogers Thomas, Bouatouch Kadi Download DOI: 10.5220/0011616200003417 [2023]
- : View Dependent Surface Material Recognition, Advances in Visual Computing : 14th International Symposium on Visual Computing (ISVC 2019), p. 156-167, Eds: Bebis G., Boyle R., Parvin B., Koracin D. Download DOI: 10.1007/978-3-030-33720-9_12 [2019]
- : Unsupervised Surface Reflectance Field Multi-segmenter, Computer Analysis of Images and Patterns - CAIP 2015, p. 261-273, Eds: Azzopardi George, Petkov Nicolai Download DOI: 10.1007/978-3-319-23192-1_22 [2015]
- : Unsupervised Image Segmentation Contest, Proceedings of the 22nd International Conference on Pattern Recognition (ICPR 2014), p. 1484-1489 Download DOI: 10.1109/ICPR.2014.264 [2014]
- : Unsupervised Dynamic Textures Segmentation, Computer Analysis of Images and Patterns, p. 433-440, Eds: Wilson Richard, Bors Adrian, Hancock Edwin, Smith William Download DOI: 10.1007/978-3-642-40261-6_52 [2013]
- : Remote Sensing Segmentation Benchmark, 2012 IAPR Workshop on Pattern Recognition in Remote Sensing (PRRS), p. 1-4 Download DOI: 10.1109/PPRS.2012.6398320 [2012]
- : Image Segmentation, MFF UK (Praha, 2010) [2010]
- : Introduction to Feature Selection Toolbox 3 – The C++ Library for Subset Search, Data Modeling and Classification, ÚTIA (Praha, 2010) Download [2010]
- : Illumination Invariant Unsupervised Segmenter, Proceedings of the 16th International Conference on Image Processing, ICIP 2009, p. 4025-4028 Download [2009]
- : Unsupervised Hierarchical Weighted Multi-Segmenter, Multiple Classifier Systems, LNCS 5519, p. 272-282, Eds: Benediktsson J.A., Kittler J., Roli F. Download [2009]
- : Texture Segmentation Benchmark, Proceedings of the 19th International Conference on Pattern Recognition, p. 2933-2936 Download [2008]
- : Unsupervised Mammograms Segmentation, Proceedings of the 19th International Conference on Pattern Recognition, p. 676-679 Download [2008]
- : Navigation in Virtual Environment, 2nd International Conference EVA, p. 111-118 Download [2008]
- : Unsupervised Texture Segmentation Using Multispectral Modelling Approach, Proceedings of ICPR 2006 - The 18th International Conference on Pattern Recognition, p. 203-206, Eds: Tang Y.Y., Wang S.P., Yeung D.S., Yan H., Lorette G. Download [2006]
- : Model-based texture segmentation, Image Analysis and Recognition. Proceedings, p. 306-313 [2004]
- : Multispectral texture segmentation, WDS '03 Proceedings of Contributed Papers, p. 221-225, MFF UK (Praha, 2003) [2003]