SCI, SSCI ve AHCI İndekslerine Giren Dergilerde Yayınlanan Makaleler
Guest Editorial: Anomaly detection and open-set recognition applications for computer vision
Robust and compact maximum margin clustering for high-dimensional data
Dissected 3D CNNs: Temporal skip connections for efficient online video processing
Deep compact polyhedral conic classifier for open and closed set recognition
Polyhedral Conic Classifiers for Computer Vision Applications and Open Set Recognition
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
, cilt.43, sa.2, ss.608-622, 2021 (SCI-Expanded)



The nearest polyhedral convex conic regions for high-dimensional classification
Turkish Journal of Electrical Engineering and Computer Sciences
, cilt.29, sa.2, ss.913-928, 2021 (SCI-Expanded)



Visual object detection for autonomous transport vehicles in smart factories
Turkish Journal of Electrical Engineering and Computer Sciences
, cilt.29, sa.4, ss.2101-2115, 2021 (SCI-Expanded)



Face Recognition Based on Videos by Using Convex Hulls
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY
, cilt.30, sa.12, ss.4481-4495, 2020 (SCI-Expanded)



Video Based Face Recognition by Using Discriminatively Learned Convex Models
INTERNATIONAL JOURNAL OF COMPUTER VISION
, cilt.128, sa.12, ss.3000-3014, 2020 (SCI-Expanded)


Semi-supervised robust deep neural networks for multi-label image classification
High-dimensional data clustering by using local affine/convex hulls
Recurrent neural networks for remote sensing image classification
Large-scale image retrieval using transductive support vector machines
Visual Object Detection Using Cascades of Binary and One-Class Classifiers
INTERNATIONAL JOURNAL OF COMPUTER VISION
, cilt.123, sa.3, ss.334-349, 2017 (SCI-Expanded)


Best Fitting Hyperplanes for Classification
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
, cilt.39, sa.6, ss.1076-1088, 2017 (SCI-Expanded)



Large-scale robust transductive support vector machines
Semi-supervised discriminative common vector method for computer vision applications
Hyperdisk based large margin classifier
DISTANCE METRIC LEARNING BY QUADRATIC PROGRAMMING BASED ON EQUIVALENCE CONSTRAINTS
INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL
, cilt.8, ss.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
, cilt.8, ss.3511-3524, 2012 (SCI-Expanded)


Manifold Based Local Classifiers: Linear and Nonlinear Approaches
JOURNAL OF SIGNAL PROCESSING SYSTEMS FOR SIGNAL IMAGE AND VIDEO TECHNOLOGY
, cilt.61, sa.1, ss.61-73, 2010 (SCI-Expanded)




Large margin classifiers based on affine hulls
New clustering algorithms for the support vector machine based hierarchical classification
Two-dimensional subspace classifiers for face recognition
Local Classifier Weighting by Quadratic Programming
IEEE TRANSACTIONS ON NEURAL NETWORKS
, cilt.19, sa.10, ss.1832-1840, 2008 (SCI-Expanded)



Kernel common vector method: A Novel nonlinear subspace classifier for pattern recognition
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS
, cilt.37, sa.4, ss.937-951, 2007 (SCI-Expanded)



Discriminative common vector method with kernels
IEEE TRANSACTIONS ON NEURAL NETWORKS
, cilt.17, sa.6, ss.1550-1565, 2006 (SCI-Expanded)



Discriminative common vectors for face recognition
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
, cilt.27, sa.1, ss.4-13, 2005 (SCI-Expanded)



Phantom validation of coregistration of PET and CT for image-guided radiotherapy
Diğer Dergilerde Yayınlanan Makaleler
THE FOURIER TRANSFORM BASED DESCRIPTOR FOR VISUALOBJECT CLASSIFICATION
Anadolu Üniversitesi Bilim ve Teknoloji Dergisi :A-Uygulamalı Bilimler ve Mühendislik
, cilt.18, sa.1, ss.247-261, 2017 (Hakemli Dergi)

Hakemli Bilimsel Toplantılarda Yayımlanmış Bildiriler
Classification of Data Corruption in Microcontroller-Based Serial-Optical Communication with Tensorflow-Lite Mikrodenetleyici Tabanlı Seri-Optik Haberleşmede Veri Bozulmasının Tensorflow-Lite ile Sınıflandırılması
32nd IEEE Conference on Signal Processing and Communications Applications, SIU 2024, Mersin, Türkiye, 15 - 18 Mayıs 2024

PLANesT-3D: A new annotated data set of 3D color point clouds of plants
31st IEEE Conference on Signal Processing and Communications Applications (SIU), İstanbul, Türkiye, 5 - 08 Temmuz 2023


Anomaly Detection with Deep Compact Hypersphere Derin Kompakt Hiperküre Yöntemi ile Anomali Sezimi
30th Signal Processing and Communications Applications Conference, SIU 2022, Safranbolu, Türkiye, 15 - 18 Mayıs 2022

Face Frontalization for Image Set Based Face Recognition Imge Kümeleri ile Yüz Tanimada Yüz Önleştirme
30th Signal Processing and Communications Applications Conference, SIU 2022, Safranbolu, Türkiye, 15 - 18 Mayıs 2022

Kitaplar
Bilgisayarlı Görü Uygulamaları
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, Editör, Nobel Akademik Yayıncılık, Ankara, ss.153-178, 2021