Atalay Barkana

Publication Activity (10 Years)

Years Active: 1999-2023
Publications (10 Years): 5

Top Topics

Class Separability

Face Recognition

Top Venues

Digit. Signal Process.

Comput. Electr. Eng.

IET Image Process.

Publications

Rifat Edizkan, Atalay Barkana, Mehmet Koç, Mehmet Bilginer Gülmezoglu, Mohamad M. A. Ashames, Semih Ergin, Mehmet Fidan, Ahmet Demir, Cuneyt Calisir, Ömer Nezih Gerek
Neural network representations for the inter- and intra-class common vector classifiers. Digit. Signal Process. 142 (2023)
Mohamad M. A. Ashames, Ahmet Demir, Ömer Nezih Gerek, Mehmet Fidan, Mehmet Bilginer Gülmezoglu, Semih Ergin, Mehmet Koç, Atalay Barkana, Cuneyt Calisir
Are Deep Learning Classification Results Obtained on CT Scans Fair and Interpretable? CoRR (2023)
Ahmet Demir, M. M. A. Shames, Ömer Nezih Gerek, Semih Ergin, Mehmet Fidan, Mehmet Koç, Mehmet Bilginer Gülmezoglu, Atalay Barkana, Cuneyt Calisir
Low-Dose CT Image Enhancement Using Deep Learning. CoRR (2023)
Mehmet Koç, Semih Ergin, Mehmet Bilginer Gülmezoglu, Rifat Edizkan, Atalay Barkana
Use of gradient and normal vectors for face recognition. IET Image Process. 14 (10) (2020)
Semih Ergin, Ömer Nezih Gerek, Mehmet Bilginer Gülmezoglu, Atalay Barkana
On the realization of common matrix classifier using covariance tensors. Digit. Signal Process. 41 (2015)
Mehmet Koç, Atalay Barkana
Application of Linear Regression Classification to low-dimensional datasets. Neurocomputing 131 (2014)
Mehmet Koç, Atalay Barkana
Modular common vector approach. SIU (2014)
Mehmet Koç, Atalay Barkana
Discriminative common vector approach based feature selection in face recognition. Comput. Electr. Eng. 40 (8) (2014)
Mehmet Koç, Atalay Barkana
Application of the Discriminative Common Vector Approach to one sample problem. SIU (2012)
Mehmet Koç, Atalay Barkana
A new solution to one sample problem in face recognition using FLDA. Appl. Math. Comput. 217 (24) (2011)
Mehmet Bilginer Gülmezoglu, Rifat Edizkan, Semih Ergin, Atalay Barkana
Use of center of gravity with the common vector approach in isolated word recognition. Expert Syst. Appl. 38 (4) (2011)
Hakan Cevikalp, Bill Triggs, Hasan Serhan Yavuz, Yalçin Küçük, Mahide Küçük, Atalay Barkana
Large margin classifiers based on affine hulls. Neurocomputing 73 (16-18) (2010)
Mehmet Koç, Atalay Barkana, Ömer Nezih Gerek
A fast method for the implementation of common vector approach. Inf. Sci. 180 (20) (2010)
Bayram Cetisli, Atalay Barkana
Speeding up the scaled conjugate gradient algorithm and its application in neuro-fuzzy classifier training. Soft Comput. 14 (4) (2010)
Hakan Cevikalp, Hasan Serhan Yavuz, Mehmet Atif Cay, Atalay Barkana
Two-dimensional subspace classifiers for face recognition. Neurocomputing 72 (4-6) (2009)
Mehmet Bilginer Gülmezoglu, Vakif Dzhafarov, Rifat Edizkan, Atalay Barkana
The common vector approach and its comparison with other subspace methods in case of sufficient data. Comput. Speech Lang. 21 (2) (2007)
Hakan Cevikalp, Marian Neamtu, Atalay Barkana
The Kernel Common Vector Method: A Novel Nonlinear Subspace Classifier for Pattern Recognition. IEEE Trans. Syst. Man Cybern. Part B 37 (4) (2007)
Hakan Cevikalp, Hasan Serhan Yavuz, Atalay Barkana
Two dimensional (2D) subspace classifiers for image recognition. EUSIPCO (2006)
Mehmet Bilginer Gülmezoglu, Rifat Edizkan, Semih Ergin, Atalay Barkana
Improvements on isolated word recognition using subspace methods. EUSIPCO (2005)
Rifat Edizkan, Mehmet Bilginer Gülmezoglu, Semih Ergin, Atalay Barkana
Improvements on common vector approach for multi class problems. EUSIPCO (2005)
Ümit Çigdem Turhal, Mehmet Bilginer Gülmezoglu, Atalay Barkana
Face recognition using common matrix approach. EUSIPCO (2005)
Hakan Cevikalp, Marian Neamtu, D. Mitch Wilkes, Atalay Barkana
Discriminative Common Vectors for Face Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 27 (1) (2005)
Mehmet Bilginer Gülmezoglu, Vakif Dzhafarov, Atalay Barkana
The common vector approach and its relation to principal component analysis. IEEE Trans. Speech Audio Process. 9 (6) (2001)
Mehmet Bilginer Gülmezoglu, Vakif Dzhafarov, Mustafa Keskin, Atalay Barkana
A novel approach to isolated word recognition. IEEE Trans. Speech Audio Process. 7 (6) (1999)