Atalay Barkana

25 papers Journal 19Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
Indifference subspace of deep features for lung nodule classification from CT images.
Expert Syst. Appl.
Mohamad M. A. Ashames, Ahmet Demir, Mehmet Koç, Mehmet Fidan, Semih Ergin, Mehmet Bilginer Gülmezoglu, Atalay Barkana, Ömer Nezih Gerek
2023 J jnl
Are Deep Learning Classification Results Obtained on CT Scans Fair and Interpretable?
CoRR
Mohamad M. A. Ashames, Ahmet Demir, Ömer Nezih Gerek, Mehmet Fidan, Mehmet Bilginer Gülmezoglu, Semih Ergin, Mehmet Koç, Atalay Barkana, Cuneyt Calisir
2023 J jnl
Low-Dose CT Image Enhancement Using Deep Learning.
CoRR
Ahmet Demir, M. M. A. Shames, Ömer Nezih Gerek, Semih Ergin, Mehmet Fidan, Mehmet Koç, Mehmet Bilginer Gülmezoglu, Atalay Barkana, Cuneyt Calisir
2023 J jnl
Neural network representations for the inter- and intra-class common vector classifiers.
Digit. Signal Process.
Rifat Edizkan, Atalay Barkana, Mehmet Koç, Mehmet Bilginer Gülmezoglu, Mohamad M. A. Ashames, Semih Ergin, Mehmet Fidan, Ahmet Demir, Cuneyt Calisir, Ömer Nezih Gerek
2020 J jnl
Use of gradient and normal vectors for face recognition.
IET Image Process.
Mehmet Koç, Semih Ergin, Mehmet Bilginer Gülmezoglu, Rifat Edizkan, Atalay Barkana
2015 J jnl
On the realization of common matrix classifier using covariance tensors.
Digit. Signal Process.
Semih Ergin, Ömer Nezih Gerek, Mehmet Bilginer Gülmezoglu, Atalay Barkana
2014 J jnl
Application of Linear Regression Classification to low-dimensional datasets.
Neurocomputing
Mehmet Koç, Atalay Barkana
2014 J jnl
Discriminative common vector approach based feature selection in face recognition.
Comput. Electr. Eng.
Mehmet Koç, Atalay Barkana
2014 — conf
Modular common vector approach.
SIU
Mehmet Koç, Atalay Barkana
2012 — conf
Application of the Discriminative Common Vector Approach to one sample problem.
SIU
Mehmet Koç, Atalay Barkana
2011 J jnl
A new solution to one sample problem in face recognition using FLDA.
Appl. Math. Comput.
Mehmet Koç, Atalay Barkana
2011 J jnl
Use of center of gravity with the common vector approach in isolated word recognition.
Expert Syst. Appl.
Mehmet Bilginer Gülmezoglu, Rifat Edizkan, Semih Ergin, Atalay Barkana
2010 J jnl
A fast method for the implementation of common vector approach.
Inf. Sci.
Mehmet Koç, Atalay Barkana, Ömer Nezih Gerek
2010 J jnl
Large margin classifiers based on affine hulls.
Neurocomputing
Hakan Cevikalp, Bill Triggs, Hasan Serhan Yavuz, Yalçin Küçük, Mahide Küçük, Atalay Barkana
2010 J jnl
Speeding up the scaled conjugate gradient algorithm and its application in neuro-fuzzy classifier training.
Soft Comput.
Bayram Cetisli, Atalay Barkana
2009 J jnl
Two-dimensional subspace classifiers for face recognition.
Neurocomputing
Hakan Cevikalp, Hasan Serhan Yavuz, Mehmet Atif Cay, Atalay Barkana
2007 J jnl
The Kernel Common Vector Method: A Novel Nonlinear Subspace Classifier for Pattern Recognition.
IEEE Trans. Syst. Man Cybern. Part B
Hakan Cevikalp, Marian Neamtu, Atalay Barkana
2007 J jnl
The common vector approach and its comparison with other subspace methods in case of sufficient data.
Comput. Speech Lang.
Mehmet Bilginer Gülmezoglu, Vakif Dzhafarov, Rifat Edizkan, Atalay Barkana
2006 — conf
Two dimensional (2D) subspace classifiers for image recognition.
EUSIPCO
Hakan Cevikalp, Hasan Serhan Yavuz, Atalay Barkana
2005 J jnl
Discriminative Common Vectors for Face Recognition.
IEEE Trans. Pattern Anal. Mach. Intell.
Hakan Cevikalp, Marian Neamtu, D. Mitch Wilkes, Atalay Barkana
2005 — conf
Face recognition using common matrix approach.
EUSIPCO
Ümit Çigdem Turhal, Mehmet Bilginer Gülmezoglu, Atalay Barkana
2005 — conf
Improvements on common vector approach for multi class problems.
EUSIPCO
Rifat Edizkan, Mehmet Bilginer Gülmezoglu, Semih Ergin, Atalay Barkana
2005 — conf
Improvements on isolated word recognition using subspace methods.
EUSIPCO
Mehmet Bilginer Gülmezoglu, Rifat Edizkan, Semih Ergin, Atalay Barkana
2001 J jnl
The common vector approach and its relation to principal component analysis.
IEEE Trans. Speech Audio Process.
Mehmet Bilginer Gülmezoglu, Vakif Dzhafarov, Atalay Barkana
1999 J jnl
A novel approach to isolated word recognition.
IEEE Trans. Speech Audio Process.
Mehmet Bilginer Gülmezoglu, Vakif Dzhafarov, Mustafa Keskin, Atalay Barkana