Prof. HAKAN ÇEVİKALP

Publication Network

Published journal articles indexed by SCI, SSCI, and AHCI

From anomaly detection to open set recognition: Bridging the gap

ÇEVİKALP H., Uzun B., Salk Y., Saribas H., Köpüklü O.

Pattern Recognition , vol.138, 2023 (SCI-Expanded)

Deep Discriminative Feature Models (DDFMs) for Set Based Face Recognition and Distance Metric Learning

Uzun B., ÇEVİKALP H., Saribas H.

IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.45, no.5, pp.5594-5608, 2023 (SCI-Expanded)

Transductive polyhedral conic classifiers for machine learning applications

ÇEVİKALP H., Saglamlar H.

Pattern Recognition Letters , vol.161, pp.1-7, 2022 (SCI-Expanded)

TRAT: Tracking by attention using spatio-temporal features

Saribas H., ÇEVİKALP H., Köpüklü O., UZUN B.

Neurocomputing , vol.492, pp.150-161, 2022 (SCI-Expanded)

Dissected 3D CNNs: Temporal skip connections for efficient online video processing

Köpüklü O., Hörmann S., Herzog F., ÇEVİKALP H., Rigoll G.

Computer Vision and Image Understanding , vol.215, 2022 (SCI-Expanded)

Deep compact polyhedral conic classifier for open and closed set recognition

ÇEVİKALP H., UZUN B., Köpüklü O., Ozturk G.

Pattern Recognition , vol.119, 2021 (SCI-Expanded)

Polyhedral Conic Classifiers for Computer Vision Applications and Open Set Recognition

ÇEVİKALP H., Saglamlar H.

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE , vol.43, no.2, pp.608-622, 2021 (SCI-Expanded)

The nearest polyhedral convex conic regions for high-dimensional classification

ÇEVİKALP H., Çimen E., Öztürk G.

Turkish Journal of Electrical Engineering and Computer Sciences , vol.29, no.2, pp.913-928, 2021 (SCI-Expanded)

Visual object detection for autonomous transport vehicles in smart factories

Gengeç N., Eker O., ÇEVİKALP H., YAZICI A., YAVUZ H. S.

Turkish Journal of Electrical Engineering and Computer Sciences , vol.29, no.4, pp.2101-2115, 2021 (SCI-Expanded)

Face Recognition Based on Videos by Using Convex Hulls

ÇEVİKALP H., YAVUZ H. S., Triggs B.

IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY , vol.30, no.12, pp.4481-4495, 2020 (SCI-Expanded) Sustainable Development

Video Based Face Recognition by Using Discriminatively Learned Convex Models

ÇEVİKALP H., Dordinejad G. G.

INTERNATIONAL JOURNAL OF COMPUTER VISION , vol.128, no.12, pp.3000-3014, 2020 (SCI-Expanded)

Semi-supervised robust deep neural networks for multi-label image classification

ÇEVİKALP H., Benligiray B., Gerek O. N.

PATTERN RECOGNITION , vol.100, 2020 (SCI-Expanded)

High-dimensional data clustering by using local affine/convex hulls

ÇEVİKALP H.

PATTERN RECOGNITION LETTERS , vol.128, pp.427-432, 2019 (SCI-Expanded)

Recurrent neural networks for remote sensing image classification

Lakhal M. I., ÇEVİKALP H., Escalera S., Ofli F.

IET COMPUTER VISION , vol.12, no.7, pp.1040-1045, 2018 (SCI-Expanded)

Large-scale image retrieval using transductive support vector machines

ÇEVİKALP H., Elmas M., Ozkan S.

COMPUTER VISION AND IMAGE UNDERSTANDING , vol.173, pp.2-12, 2018 (SCI-Expanded)

Visual Object Detection Using Cascades of Binary and One-Class Classifiers

ÇEVİKALP H., Triggs B.

INTERNATIONAL JOURNAL OF COMPUTER VISION , vol.123, no.3, pp.334-349, 2017 (SCI-Expanded)

Best Fitting Hyperplanes for Classification

ÇEVİKALP H.

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE , vol.39, no.6, pp.1076-1088, 2017 (SCI-Expanded)

Large-scale robust transductive support vector machines

ÇEVİKALP H., Franc V.

NEUROCOMPUTING , vol.235, pp.199-209, 2017 (SCI-Expanded)

Semi-supervised discriminative common vector method for computer vision applications

ÇEVİKALP H.

NEUROCOMPUTING , vol.129, pp.289-297, 2014 (SCI-Expanded)

Hyperdisk based large margin classifier

ÇEVİKALP H., Triggs B.

PATTERN RECOGNITION , vol.46, no.6, pp.1523-1531, 2013 (SCI-Expanded)

DISTANCE METRIC LEARNING BY QUADRATIC PROGRAMMING BASED ON EQUIVALENCE CONSTRAINTS

ÇEVİKALP H.

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

Uzkent B., Barkana B. D., ÇEVİKALP H.

INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL , vol.8, pp.3511-3524, 2012 (SCI-Expanded)

Large margin classifiers based on affine hulls

ÇEVİKALP H., Triggs B., YAVUZ H. S., KÜÇÜK Y., KÜÇÜK M., BARKANA A.

NEUROCOMPUTING , vol.73, pp.3160-3168, 2010 (SCI-Expanded)

Manifold Based Local Classifiers: Linear and Nonlinear Approaches

ÇEVİKALP H., Larlus D., Neamtu M., Triggs B., Jurie F.

JOURNAL OF SIGNAL PROCESSING SYSTEMS FOR SIGNAL IMAGE AND VIDEO TECHNOLOGY , vol.61, no.1, pp.61-73, 2010 (SCI-Expanded)

New clustering algorithms for the support vector machine based hierarchical classification

ÇEVİKALP H.

PATTERN RECOGNITION LETTERS , vol.31, no.11, pp.1285-1291, 2010 (SCI-Expanded)

Two-dimensional subspace classifiers for face recognition

ÇEVİKALP H., YAVUZ H. S., Cay M. A., BARKANA A.

NEUROCOMPUTING , vol.72, pp.1111-1120, 2009 (SCI-Expanded)

Local Classifier Weighting by Quadratic Programming

ÇEVİKALP H., Polikar R.

IEEE TRANSACTIONS ON NEURAL NETWORKS , vol.19, no.10, pp.1832-1840, 2008 (SCI-Expanded)

Kernel common vector method: A Novel nonlinear subspace classifier for pattern recognition

ÇEVİKALP H., Nearntu M., Barkana A.

IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS , vol.37, no.4, pp.937-951, 2007 (SCI-Expanded)

Discriminative common vector method with kernels

ÇEVİKALP H., Neamtu M., Wilkes M.

IEEE TRANSACTIONS ON NEURAL NETWORKS , vol.17, no.6, pp.1550-1565, 2006 (SCI-Expanded)

Discriminative common vectors for face recognition

ÇEVİKALP H., Neamtu M., Wilkes M., Barkana A.

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE , vol.27, no.1, pp.4-13, 2005 (SCI-Expanded)

Phantom validation of coregistration of PET and CT for image-guided radiotherapy

Lavely W., Scarfone C., ÇEVİKALP H., Li R., Byrne D., Cmelak A., et al.

MEDICAL PHYSICS , vol.31, no.5, pp.1083-1092, 2004 (SCI-Expanded)

Articles Published in Other Journals

THE FOURIER TRANSFORM BASED DESCRIPTOR FOR VISUALOBJECT CLASSIFICATION

ÇEVİKALP H., KURT Z.

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

Deep Simplex Classifier for Maximizing the Margin in Both Euclidean and Angular Spaces

ÇEVİKALP H., Saribas H.

23nd Scandinavian Conference on Image Analysis, SCIA 2023, Lapland, Finland, 18 - 21 April 2023, vol.13886 LNCS, pp.91-107

Face Frontalization for Image Set Based Face Recognition Imge Kümeleri ile Yüz Tanimada Yüz Önleştirme

Dordinejad G. G., ÇEVİKALP H.

30th Signal Processing and Communications Applications Conference, SIU 2022, Safranbolu, Turkey, 15 - 18 May 2022

Anomaly Detection with Deep Compact Hypersphere Derin Kompakt Hiperküre Yöntemi ile Anomali Sezimi

Salk Y., Uzun B., ÇEVİKALP H., Saribas H.

30th Signal Processing and Communications Applications Conference, SIU 2022, Safranbolu, Turkey, 15 - 18 May 2022

High resolution video transmission using GNU radio and USRP GNU radio ve USRP kullanarak yüksek çözünürlüklü video aktarimi

DEMİR A., ÇEVİKALP H.

29th IEEE Conference on Signal Processing and Communications Applications, SIU 2021, Virtual, Istanbul, Turkey, 9 - 11 June 2021

Transductive polyhedral conic classifiers Transdükdif çokyüzlü konik siniflandiricilar

Saglamlar H., ÇEVİKALP H.

29th IEEE Conference on Signal Processing and Communications Applications, SIU 2021, Virtual, Istanbul, Turkey, 9 - 11 June 2021

The eighth visual object tracking VOT2020 challenge results

Kristan M., Leonardis A., Matas J., Felsberg M., Pflugfelder R., Kamarainen J. K., et al.

Proc. 16th Eur. Conf. Comput. Vis. Workshop, 23 - 28 August 2020

Multi Center Polyhedral Conic Classifiers for Estimating Non-Linear Decision Boundaries

Saglamlar H., ÇEVİKALP H.

28th Signal Processing and Communications Applications Conference (SIU), ELECTR NETWORK, 5 - 07 October 2020

3D Mapping and Localization on Aerial Images

Eker O., ÇEVİKALP H., UZUN B.

28th Signal Processing and Communications Applications Conference (SIU), ELECTR NETWORK, 5 - 07 October 2020

Optimal Task Allocation for Multiple UAVs

YAVUZ H. S., Goktas H., ÇEVİKALP H., Saribas H.

28th Signal Processing and Communications Applications Conference (SIU), ELECTR NETWORK, 5 - 07 October 2020

Visual Object Detection System for Autonomous Vehicles in Smart Factories

Gengec N., ÇEVİKALP H., YAVUZ H. S., YAZICI A.

Innovations in Intelligent Systems and Applications Conference (ASYU), İzmir, Turkey, 31 October - 02 November 2019, pp.57-61

A supervised clustering algorithm for the initialization of RBF neural network classifiers

ÇEVİKALP H., Larlus D., Jurie F.

IEEE 15th Signal Processing and Communications Applications Conference, Eskişehir, Turkey, 11 - 13 June 2007, pp.141-144

Theoretical analysis of linear discriminant analysis criteria

ÇEVİKALP H.

IEEE 14th Signal Processing and Communications Applications, Antalya, Turkey, 16 - 19 April 2006, pp.5-8

A comparison of the Common Vector and the Discriminative Common Vector methods for face recognition

ÇEVİKALP H., Barkana B., Barkana A.

9th World Multi-Conference on Systemics, Cybernetics and Informatics, Florida, United States Of America, 10 - 13 July 2005, pp.248-253

Nonlinear Discriminative Common Vector method

ÇEVİKALP H., Neamtu M., Wilkes M.

9th World Multi-Conference on Systemics, Cybernetics and Informatics, Florida, United States Of America, 10 - 13 July 2005, pp.338-343

A novel method for face recognition

ÇEVİKALP H., Neamtu M., Wilkes M., Barkana A.

IEEE 12th Signal Processing and Communications Applications Conference, Kusadasi, Turkey, 28 - 30 April 2004, pp.579-582

Image-guided otologic surgery

Labadie R., Fenlon M., ÇEVİKALP H., Harris S., Galloway R., Fitzpatrick J.

17th International Congress and Exhibition of Computer Assisted Radiology and Surgery, London, Canada, 25 - 28 June 2003, vol.1256, pp.627-632

Books & Book Chapters

Bölüm 6. Bilgisayarlı Görü Uygulamaları

YAVUZ H. S., ÖZKAN M., ÇEVİKALP H.

in: Yapay Zekâ ve Büyük Veri Kitap Serisi 2: YAPAY ZEKA VE BÜYÜK VERİ: ENDÜSTRİ 4.0 VE YAPAY ZEKA, Sağıroğlu Şeref, Demirezen Mustafa Umut, Yazıcı Ahmet, Editor, Nobel Akademik Yayıncılık, pp.153-182, 2021

Bilgisayarlı Görü Uygulamaları

YAVUZ H. S., ÖZKAN M., ÇEVİKALP H.

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

Metrics

Publication

Citation (WoS)

1187

H-Index (WoS)

Citation (Scopus)

1627

H-Index (Scopus)

Project

Thesis Advisory

Open Access

UN Sustainable Development Goals

Publications & Works

Published journal articles indexed by SCI, SSCI, and AHCI

Articles Published in Other Journals

Refereed Congress / Symposium Publications in Proceedings

Books & Book Chapters

Metrics

Publication

Citation (WoS)

H-Index (WoS)

Citation (Scopus)

H-Index (Scopus)

Project

Thesis Advisory

Open Access