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ORCIDÇaglar Aytekin
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2020 – today
- 2023
[i13]Çaglar Aytekin:
LEURN: Learning Explainable Univariate Rules with Neural Networks. CoRR abs/2303.14937 (2023)- 2022
- [i12]Çaglar Aytekin:
Neural Networks are Decision Trees. CoRR abs/2210.05189 (2022) - 2021
- [c18]Çaglar Aytekin, Sakari Alenius, Dmytro Paliy, Juuso Gren:
A Sub-band Approach to Deep Denoising Wavelet Networks and a Frequency-adaptive Loss for Perceptual Quality. MMSP 2021: 1-6 - [i11]Çaglar Aytekin, Sakari Alenius, Dmytro Paliy, Juuso Gren:
A Sub-band Approach to Deep Denoising Wavelet Networks and a Frequency-adaptive Loss for Perceptual Quality. CoRR abs/2102.07973 (2021)
2010 – 2019
- 2019
- [c17]Çaglar Aytekin, Francesco Cricri, Antti Hallapuro, Jani Lainema, Emre Aksu, Miska M. Hannuksela:
A Compression Objective and a Cycle Loss for Neural Image Compression. CVPR Workshops 2019: 0 - [c16]Yat Hong Lam, Alireza Zare, Çaglar Aytekin, Francesco Cricri, Jani Lainema, Emre Aksu, Miska M. Hannuksela:
Compressing Weight-updates for Image Artifacts Removal Neural Networks. CVPR Workshops 2019: 0 - [c15]Çaglar Aytekin, Francesco Cricri, Jani Lainema, Emre Aksu, Miska M. Hannuksela:
Approximating Binarization in Neural Networks. IJCNN 2019: 1-5 - [i10]Çaglar Aytekin, Francesco Cricri, Emre Aksu:
Compressibility Loss for Neural Network Weights. CoRR abs/1905.01044 (2019) - [i9]Yat Hong Lam, Alireza Zare, Çaglar Aytekin, Francesco Cricri, Jani Lainema, Emre Aksu, Miska M. Hannuksela:
Compressing Weight-updates for Image Artifacts Removal Neural Networks. CoRR abs/1905.04079 (2019) - [i8]Çaglar Aytekin, Francesco Cricri, Antti Hallapuro, Jani Lainema, Emre Aksu, Miska M. Hannuksela:
A Compression Objective and a Cycle Loss for Neural Image Compression. CoRR abs/1905.10371 (2019) - 2018
- [j7]Çaglar Aytekin, Alexandros Iosifidis
, Moncef Gabbouj:
Probabilistic saliency estimation. Pattern Recognit. 74: 359-372 (2018) - [j6]Çaglar Aytekin, Jarno Nikkanen, Moncef Gabbouj:
A Data Set for Camera-Independent Color Constancy. IEEE Trans. Image Process. 27(2): 530-544 (2018) - [j5]Çaglar Aytekin, Horst Possegger, Thomas Mauthner, Serkan Kiranyaz, Horst Bischof, Moncef Gabbouj:
Spatiotemporal Saliency Estimation by Spectral Foreground Detection. IEEE Trans. Multim. 20(1): 82-95 (2018) - [c14]Çaglar Aytekin, Xingyang Ni, Francesco Cricri, Jani Lainema, Emre Aksu, Miska M. Hannuksela:
Block-optimized Variable Bit Rate Neural Image Compression. CVPR Workshops 2018: 2551-2554 - [c13]Çaglar Aytekin, Francesco Cricri, Emre Aksu:
Saliency Enhanced Robust Visual Tracking. EUVIP 2018: 1-5 - [c12]Junaid Malik, Çaglar Aytekin, Moncef Gabbouj:
Low-Energy Graph Fourier Basis Functions Span Salient Objects. ICASSP 2018: 1548-1552 - [c11]Çaglar Aytekin, Xingyang Ni, Francesco Cricri, Emre Aksu:
Clustering and Unsupervised Anomaly Detection with l2 Normalized Deep Auto-Encoder Representations. IJCNN 2018: 1-6 - [c10]Çaglar Aytekin, Xingyang Ni, Francesco Cricri, Lixin Fan, Emre Aksu:
Memory-Efficient Deep Salient Object Segmentation Networks on Gridized Superpixels. MMSP 2018: 1-6 - [i7]Çaglar Aytekin, Francesco Cricri, Lixin Fan, Emre Aksu:
A Theoretical Investigation of Graph Degree as an Unsupervised Normality Measure. CoRR abs/1801.07889 (2018) - [i6]Çaglar Aytekin, Xingyang Ni, Francesco Cricri, Emre Aksu:
Clustering and Unsupervised Anomaly Detection with L2 Normalized Deep Auto-Encoder Representations. CoRR abs/1802.00187 (2018) - [i5]Çaglar Aytekin, Francesco Cricri, Emre Aksu:
Saliency-Enhanced Robust Visual Tracking. CoRR abs/1802.02783 (2018) - [i4]Çaglar Aytekin, Xingyang Ni, Francesco Cricri, Jani Lainema, Emre Aksu, Miska M. Hannuksela:
Block-optimized Variable Bit Rate Neural Image Compression. CoRR abs/1805.10887 (2018) - 2017
- [j4]Çaglar Aytekin, Ezgi Can Ozan, Serkan Kiranyaz, Moncef Gabbouj:
Extended quantum cuts for unsupervised salient object extraction. Multim. Tools Appl. 76(8): 10443-10463 (2017) - [j3]Çaglar Aytekin, Alexandros Iosifidis, Serkan Kiranyaz, Moncef Gabbouj:
Learning graph affinities for spectral graph-based salient object detection. Pattern Recognit. 64: 159-167 (2017) - [c9]Çaglar Aytekin, Jarno Nikkanen, Moncef Gabbouj:
Deep multi-resolution color constancy. ICIP 2017: 3735-3739 - [c8]Junaid Malik, Çaglar Aytekin, Moncef Gabbouj:
Category independent object proposals using quantum superposition. ICIP 2017: 4172-4176 - [i3]Çaglar Aytekin, Jarno Nikkanen, Moncef Gabbouj:
INTEL-TUT Dataset for Camera Invariant Color Constancy Research. CoRR abs/1703.09778 (2017) - [i2]Çaglar Aytekin, Xingyang Ni, Francesco Cricri, Lixin Fan, Emre Aksu:
Memory-Efficient Deep Salient Object Segmentation Networks on Gridized Superpixels. CoRR abs/1712.09558 (2017) - 2016
- [b1]Çaglar Aytekin:
Quantum Cuts: A Quantum Mechanical Spectral Graph Partitioning Method for Salient Object Detection. University of Tampere, Finland, 2016 - [j2]Çaglar Aytekin, Serkan Kiranyaz, Moncef Gabbouj:
Learning to rank salient segments extracted by multispectral Quantum Cuts. Pattern Recognit. Lett. 72: 91-99 (2016) - [c7]Çaglar Aytekin, Alexandros Iosifidis, Serkan Kiranyaz, Moncef Gabbouj:
Salient object segmentation based on linearly combined affinity graphs. ICPR 2016: 3769-3774 - [i1]Çaglar Aytekin, Alexandros Iosifidis, Moncef Gabbouj:
Probabilistic Saliency Estimation. CoRR abs/1609.03868 (2016) - 2015
- [j1]Çaglar Aytekin, Yousef Rezaeitabar, Sedat Dogru, Ilkay Ulusoy:
Railway Fastener Inspection by Real-Time Machine Vision. IEEE Trans. Syst. Man Cybern. Syst. 45(7): 1101-1107 (2015) - [c6]Çaglar Aytekin, Ezgi Can Ozan, Serkan Kiranyaz, Moncef Gabbouj:
Visual saliency by extended quantum cuts. ICIP 2015: 1692-1696 - 2014
- [c5]Çaglar Aytekin, Serkan Kiranyaz, Moncef Gabbouj:
Automatic Object Segmentation by Quantum Cuts. ICPR 2014: 112-117 - [c4]Çaglar Aytekin, Emre Tunali, Sinan Öz:
Fast Semi-automatic Target Initialization based on Visual Saliency for Airborne Thermal Imagery. VISAPP (3) 2014: 490-497 - 2013
- [c3]Çaglar Aytekin, Serkan Kiranyaz, Moncef Gabbouj:
Quantum mechanics in computer vision: Automatic object extraction. ICIP 2013: 2489-2493 - [c2]Çaglar Aytekin, Serkan Kiranyaz, Moncef Gabbouj:
Automatic object extraction based on quantum mechanics. SIU 2013: 1-4 - 2010
- [c1]Çaglar Aytekin, A. Aydin Alatan:
A novel shadow restoration algorithm based on atmospheric effects for aerial images. ICIP 2010: 401-404
Coauthor Index
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