Publications

2014

S. Voloshynovskiy, M. Diephuis, F. F. Dimche Kostadinov, and T. Holotyak, "On accuracy, robustness and security of bag-of-word search systems," in Proc. Proceedings of SPIE Photonics West, Electronic Imaging, Media Forensics and Security V, San Francisco, USA, 2014

D. Kostadinov, S. Voloshynovskiy, and S. Ferdowsi, "Robust human face recognition based on locality preserving sparse over complete block approximation," in Proc. Proceedings of SPIE Photonics West, Electronic Imaging, Media Forensics and Security V, San Francisco, USA, 2014

S. Ferdowsi, S. Voloshynovskiy, and D. Kostadinov, "Content identification: binary content fingerprinting versus binary content encoding," in Proc. Proceedings of SPIE Photonics West, Electronic Imaging, Media Forensics and Security V, San Francisco, USA, 2014

Rafal Grycuk, Marcin Gabryel, Marcin Korytkowski, and Rafal Scherer, Content-Based Image Indexing by Data Clustering and Inverse Document Frequency, BDAS 2014, CCIS 424, pp. 374–383, 2014

Rafal Grycuk, Marcin Gabryel, Marcin Korytkowski, Rafał Scherer, Sviatoslav Voloshynovskiy, From Single Image to List of Objects Based on Edge and Blob Detection, ICAISC 2014, LNAI, accepted for publication

Tomasz Nowak, Patryk Najgebauer, Jakub Romanowski, Marcin Gabryel, Marcin Korytkowski, Rafal Scherer, Dimce Kostadinov, Spatial Keypoint Representation for Visual Object Retrieval, ICAISC 2014, LNAI, accepted for publication

Sohrab Ferdowsi, Svyatoslav Voloshynovskiy, Marcin Gabryel, Marcin Korytkowski, Multi-class Classification: A Coding Based Space Partitioning, ICAISC 2014, LNAI 8468, accepted for publication

Dimche Kostadinov, Svyatoslav Voloshynovskiy, Sohrab Ferdowsi, Maurits Diephuis, Rafał Scherer, Robust face recognition by group sparse representation that uses samples from list of subjects, ICAISC 2014, LNAI 8468, accepted for publication

Patryk Najgebauer, Tomasz Nowak, Jakub Romanowski, Marcin Gabryel, Marcin Korytkowski and Rafał Scherer, Content-Based Image Retrieval by Dictionary of Local Feature Descriptors, WCCI 2014, Pekin, accepted for publication

2013

Tomasz Nowak, Patryk Najgebauer, Jakub Rygał, Rafał Scherer, A Novel Graph-Based Descriptor for Object Matching, Chapter in Artificial Intelligence and Soft Computing (Leszek Rutkowski, Marcin Korytkowski, Rafał Scherer, Ryszard Tadeusiewicz, Lotfi A. Zadeh, Jacek M. Zurada, eds.), Springer Berlin Heidelberg, Lecture Notes in Computer Science volume 7894, 2013, pp. 602-612

Patryk Najgebauer, Tomasz Nowak, Jakub Romanowski, Janusz Rygał, and Marcin Korytkowski, Representation of Edge Detection Results Based on Graph Theory, Chapter in Artificial Intelligence and Soft Computing (Leszek Rutkowski, Marcin Korytkowski, Rafał Scherer, Ryszard Tadeusiewicz, LotfiA. Zadeh, Jacek M. Zurada, eds.), Springer Berlin Heidelberg, Lecture Notes in Computer Science volume 7894, 2013, pp. 588–601

Patryk Najgebauer, Marcin Gabryel, Marcin Korytkowski, Rafał Scherer, Tree Representation of Image Key Point Descriptors, in Andrzej M.J. Skulimowski (ed.): Proceedings of KICSS'2013, Progress & Business Publishers, Kraków 2013, pp. 402-412

Piotr Duda, Maciej Jaworski, Lena Pietruczuk, Rafał Scherer, Marcin Korytkowski, Marcin Gabryel, On the Application of Fourier Series Density Estimation for Image Classification Based on Feature Description, in Andrzej M.J. Skulimowski (ed.): Proceedings of KICSS'2013, Progress & Business Publishers, Kraków 2013, pp. 81-91

Lena Pietruczuk, Piotr Duda, Maciej Jaworski, Adaptation of Decision Trees for Handling Concept Drift, Chapter in Artificial Intelligence and Soft Computing (Leszek Rutkowski, Marcin Korytkowski, Rafał Scherer, Ryszard Tadeusiewicz, LotfiA. Zadeh, Jacek M. Zurada, eds.), Springer Berlin Heidelberg, Lecture Notes in Computer Science volume 7894, 2013, pp. 459-473