Video Content Representation by Incremental Non-Negative Matrix Factorization. - Serhat Selcuk Bucak; Bilge Günsel (ICIP (2), 2007)

Incremental Non-negative Matrix Factorization for Dynamic Background Modelling. - Serhat Selcuk Bucak; Bilge Günsel; Ozan Gursoy (PRIS, 2007)

Incremental clustering via nonnegative matrix factorization. - Serhat Selcuk Bucak; Bilge Günsel (ICPR, 2008)

Efficient multi-label ranking for multi-class learning: Application to object recognition. - Serhat Selcuk Bucak; Pavan Kumar Mallapragada; Rong Jin 001; Anil K. Jain 001 (ICCV, 2009)

Incremental subspace learning via non-negative matrix factorization. - Serhat Selcuk Bucak; Bilge Günsel (Pattern Recognit., 2009)

One-Class Matrix Completion with Low-Density Factorizations. - Vikas Sindhwani; Serhat Selcuk Bucak; Jianying Hu; Aleksandra Mojsilovic (ICDM, 2010)

Multi-label Multiple Kernel Learning by Stochastic Approximation: Application to Visual Object Recognition. - Serhat Selcuk Bucak; Rong Jin 001; Anil K. Jain 001 (NIPS, 2010)

Multi-label learning with incomplete class assignments. - Serhat Selcuk Bucak; Rong Jin 001; Anil K. Jain 001 (CVPR, 2011)

Towards automated caricature recognition. - Brendan Klare; Serhat Selcuk Bucak; Anil K. Jain 001; Tayfun Akgul (ICB, 2012)

Mid-level feature based local descriptor selection for image search. - Serhat Selcuk Bucak; Ankur Saxena; Abhishek Nagar; Felix C. A. Fernandes; Kong-Posh Bhat (VCIP, 2013)

Low complexity image matching using color based SIFT. - Abhishek Nagar; Ankur Saxena; Serhat Selcuk Bucak; Felix C. A. Fernandes; Kong-Posh Bhat (VCIP, 2013)

Online video scene clustering by competitive incremental NMF. - Serhat Selcuk Bucak; Bilge Günsel (Signal Image Video Process., 2013)

Multiple Kernel Learning for Visual Object Recognition: A Review. - Serhat Selcuk Bucak; Rong Jin 001; Anil K. Jain 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2014)