Published journal articles indexed by SCI, SSCI, and AHCI
Polyhedral Conic Classifiers for Computer Vision Applications and Open Set Recognition
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
, vol.43, no.2, pp.608-622, 2021 (SCI-Expanded)
Visual object detection for autonomous transport vehicles in smart factories
Turkish Journal of Electrical Engineering and Computer Sciences
, vol.29, no.4, pp.2101-2115, 2021 (SCI-Expanded)
The nearest polyhedral convex conic regions for high-dimensional classification
Turkish Journal of Electrical Engineering and Computer Sciences
, vol.29, no.2, pp.913-928, 2021 (SCI-Expanded)
Face Recognition Based on Videos by Using Convex Hulls
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY
, vol.30, no.12, pp.4481-4495, 2020 (SCI-Expanded)
Best Fitting Hyperplanes for Classification
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
, vol.39, no.6, pp.1076-1088, 2017 (SCI-Expanded)
DISTANCE METRIC LEARNING BY QUADRATIC PROGRAMMING BASED ON EQUIVALENCE CONSTRAINTS
INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL
, vol.8, pp.7017-7030, 2012 (SCI-Expanded)
NON-SPEECH ENVIRONMENTAL SOUND CLASSIFICATION USING SVMS WITH A NEW SET OF FEATURES
INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL
, vol.8, pp.3511-3524, 2012 (SCI-Expanded)
Manifold Based Local Classifiers: Linear and Nonlinear Approaches
JOURNAL OF SIGNAL PROCESSING SYSTEMS FOR SIGNAL IMAGE AND VIDEO TECHNOLOGY
, vol.61, no.1, pp.61-73, 2010 (SCI-Expanded)
Kernel common vector method: A Novel nonlinear subspace classifier for pattern recognition
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS
, vol.37, no.4, pp.937-951, 2007 (SCI-Expanded)
Discriminative common vectors for face recognition
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
, vol.27, no.1, pp.4-13, 2005 (SCI-Expanded)
Articles Published in Other Journals
THE FOURIER TRANSFORM BASED DESCRIPTOR FOR VISUALOBJECT CLASSIFICATION
Anadolu Üniversitesi Bilim ve Teknoloji Dergisi :A-Uygulamalı Bilimler ve Mühendislik
, vol.18, no.1, pp.247-261, 2017 (Peer-Reviewed Journal)
Refereed Congress / Symposium Publications in Proceedings
Books & Book Chapters
Bilgisayarlı Görü Uygulamaları
in: Yapay Zekâ ve Büyük Veri Kitap Serisi 2: YAPAY ZEKÂ VE BÜYÜK VERİ: ENDÜSTRİ 4.0 VE YAPAY ZEKÂ, Sağıroğlu Şeref, Demirezen Mustafa Umut, Yazıcı Ahmet, Editor, Nobel Akademik Yayıncılık, Ankara, pp.153-178, 2021