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2020 – today
- 2023
[j16]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: 104205 (2023)- [i2]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 abs/2309.12632 (2023) - [i1]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 abs/2310.20265 (2023) - 2020
- [j15]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): 2121-2129 (2020)
2010 – 2019
- 2015
- [j14]Semih Ergin, Ömer Nezih Gerek, Mehmet Bilginer Gülmezoglu, Atalay Barkana:
On the realization of common matrix classifier using covariance tensors. Digit. Signal Process. 41: 110-117 (2015) - 2014
- [j13]Mehmet Koç, Atalay Barkana:
Discriminative common vector approach based feature selection in face recognition. Comput. Electr. Eng. 40(8): 37-50 (2014) - [j12]Mehmet Koç, Atalay Barkana:
Application of Linear Regression Classification to low-dimensional datasets. Neurocomputing 131: 331-335 (2014) - [c6]Mehmet Koç, Atalay Barkana:
Modular common vector approach. SIU 2014: 533-535 - 2012
- [c5]Mehmet Koç, Atalay Barkana:
Application of the Discriminative Common Vector Approach to one sample problem. SIU 2012: 1-4 - 2011
- [j11]Mehmet Koç, Atalay Barkana:
A new solution to one sample problem in face recognition using FLDA. Appl. Math. Comput. 217(24): 10368-10376 (2011) - [j10]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): 3690-3696 (2011) - 2010
- [j9]Hakan Cevikalp, Bill Triggs, Hasan Serhan Yavuz, Yalçin Küçük, Mahide Küçük, Atalay Barkana:
Large margin classifiers based on affine hulls. Neurocomputing 73(16-18): 3160-3168 (2010) - [j8]Mehmet Koç, Atalay Barkana, Ömer Nezih Gerek:
A fast method for the implementation of common vector approach. Inf. Sci. 180(20): 4084-4098 (2010) - [j7]Bayram Cetisli, Atalay Barkana:
Speeding up the scaled conjugate gradient algorithm and its application in neuro-fuzzy classifier training. Soft Comput. 14(4): 365-378 (2010)
2000 – 2009
- 2009
- [j6]Hakan Cevikalp, Hasan Serhan Yavuz, Mehmet Atif Cay, Atalay Barkana:
Two-dimensional subspace classifiers for face recognition. Neurocomputing 72(4-6): 1111-1120 (2009) - 2007
- [j5]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): 266-281 (2007) - [j4]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): 937-951 (2007) - 2006
- [c4]Hakan Cevikalp, Hasan Serhan Yavuz, Atalay Barkana:
Two dimensional (2D) subspace classifiers for image recognition. EUSIPCO 2006: 1-4 - 2005
- [j3]Hakan Cevikalp, Marian Neamtu, D. Mitch Wilkes, Atalay Barkana:
Discriminative Common Vectors for Face Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 27(1): 4-13 (2005) - [c3]Rifat Edizkan, Mehmet Bilginer Gülmezoglu, Semih Ergin, Atalay Barkana:
Improvements on common vector approach for multi class problems. EUSIPCO 2005: 1-4 - [c2]Mehmet Bilginer Gülmezoglu, Rifat Edizkan, Semih Ergin, Atalay Barkana:
Improvements on isolated word recognition using subspace methods. EUSIPCO 2005: 1-4 - [c1]Ümit Çigdem Turhal, Mehmet Bilginer Gülmezoglu, Atalay Barkana:
Face recognition using common matrix approach. EUSIPCO 2005: 1-4 - 2001
- [j2]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): 655-662 (2001)
1990 – 1999
- 1999
- [j1]Mehmet Bilginer Gülmezoglu, Vakif Dzhafarov, Mustafa Keskin, Atalay Barkana:
A novel approach to isolated word recognition. IEEE Trans. Speech Audio Process. 7(6): 620-628 (1999)
Coauthor Index
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