Çaglar Aytekin

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 31

Top Topics

Object Extraction

Top Venues

Publications

Çaglar Aytekin
LEURN: Learning Explainable Univariate Rules with Neural Networks. CoRR (2023)
Çaglar Aytekin
Neural Networks are Decision Trees. CoRR (2022)
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 (2021)
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)
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)
Çaglar Aytekin, Francesco Cricri, Jani Lainema, Emre Aksu, Miska M. Hannuksela
Approximating Binarization in Neural Networks. IJCNN (2019)
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 (2019)
Çaglar Aytekin, Francesco Cricri, Emre Aksu
Compressibility Loss for Neural Network Weights. CoRR (2019)
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 (2019)
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)
Çaglar Aytekin, Xingyang Ni, Francesco Cricri, Emre Aksu
Clustering and Unsupervised Anomaly Detection with L2 Normalized Deep Auto-Encoder Representations. CoRR (2018)
Çaglar Aytekin, Xingyang Ni, Francesco Cricri, Jani Lainema, Emre Aksu, Miska M. Hannuksela
Block-optimized Variable Bit Rate Neural Image Compression. CoRR (2018)
Çaglar Aytekin, Francesco Cricri, Emre Aksu
Saliency Enhanced Robust Visual Tracking. EUVIP (2018)
Çaglar Aytekin, Xingyang Ni, Francesco Cricri, Emre Aksu
Clustering and Unsupervised Anomaly Detection with l2 Normalized Deep Auto-Encoder Representations. IJCNN (2018)
Çaglar Aytekin, Horst Possegger, Thomas Mauthner, Serkan Kiranyaz, Horst Bischof, Moncef Gabbouj
Spatiotemporal Saliency Estimation by Spectral Foreground Detection. IEEE Trans. Multim. 20 (1) (2018)
Çaglar Aytekin, Xingyang Ni, Francesco Cricri, Lixin Fan, Emre Aksu
Memory-Efficient Deep Salient Object Segmentation Networks on Gridized Superpixels. MMSP (2018)
Junaid Malik, Çaglar Aytekin, Moncef Gabbouj
Low-Energy Graph Fourier Basis Functions Span Salient Objects. ICASSP (2018)
Çaglar Aytekin, Jarno Nikkanen, Moncef Gabbouj
A Data Set for Camera-Independent Color Constancy. IEEE Trans. Image Process. 27 (2) (2018)
Çaglar Aytekin, Alexandros Iosifidis, Moncef Gabbouj
Probabilistic saliency estimation. Pattern Recognit. 74 (2018)
Çaglar Aytekin, Xingyang Ni, Francesco Cricri, Jani Lainema, Emre Aksu, Miska M. Hannuksela
Block-optimized Variable Bit Rate Neural Image Compression. CVPR Workshops (2018)
Çaglar Aytekin, Francesco Cricri, Emre Aksu
Saliency-Enhanced Robust Visual Tracking. CoRR (2018)
Çaglar Aytekin, Francesco Cricri, Lixin Fan, Emre Aksu
A Theoretical Investigation of Graph Degree as an Unsupervised Normality Measure. CoRR (2018)
Çaglar Aytekin, Jarno Nikkanen, Moncef Gabbouj
Deep multi-resolution color constancy. ICIP (2017)
Çaglar Aytekin, Ezgi Can Ozan, Serkan Kiranyaz, Moncef Gabbouj
Extended quantum cuts for unsupervised salient object extraction. Multim. Tools Appl. 76 (8) (2017)
Çaglar Aytekin, Xingyang Ni, Francesco Cricri, Lixin Fan, Emre Aksu
Memory-Efficient Deep Salient Object Segmentation Networks on Gridized Superpixels. CoRR (2017)
Çaglar Aytekin, Jarno Nikkanen, Moncef Gabbouj
INTEL-TUT Dataset for Camera Invariant Color Constancy Research. CoRR (2017)
Junaid Malik, Çaglar Aytekin, Moncef Gabbouj
Category independent object proposals using quantum superposition. ICIP (2017)
Çaglar Aytekin, Alexandros Iosifidis, Serkan Kiranyaz, Moncef Gabbouj
Learning graph affinities for spectral graph-based salient object detection. Pattern Recognit. 64 (2017)
Çaglar Aytekin, Serkan Kiranyaz, Moncef Gabbouj
Learning to rank salient segments extracted by multispectral Quantum Cuts. Pattern Recognit. Lett. 72 (2016)
Çaglar Aytekin, Alexandros Iosifidis, Moncef Gabbouj
Probabilistic Saliency Estimation. CoRR (2016)
Çaglar Aytekin, Alexandros Iosifidis, Serkan Kiranyaz, Moncef Gabbouj
Salient object segmentation based on linearly combined affinity graphs. ICPR (2016)
Çaglar Aytekin, Yousef Rezaeitabar, Sedat Dogru, Ilkay Ulusoy
Railway Fastener Inspection by Real-Time Machine Vision. IEEE Trans. Syst. Man Cybern. Syst. 45 (7) (2015)
Çaglar Aytekin, Ezgi Can Ozan, Serkan Kiranyaz, Moncef Gabbouj
Visual saliency by extended quantum cuts. ICIP (2015)
Çaglar Aytekin, Serkan Kiranyaz, Moncef Gabbouj
Automatic Object Segmentation by Quantum Cuts. ICPR (2014)
Çaglar Aytekin, Emre Tunali, Sinan Öz
Fast Semi-automatic Target Initialization based on Visual Saliency for Airborne Thermal Imagery. VISAPP (3) (2014)
Çaglar Aytekin, Serkan Kiranyaz, Moncef Gabbouj
Quantum mechanics in computer vision: Automatic object extraction. ICIP (2013)
Çaglar Aytekin, Serkan Kiranyaz, Moncef Gabbouj
Automatic object extraction based on quantum mechanics. SIU (2013)
Çaglar Aytekin, A. Aydin Alatan
A novel shadow restoration algorithm based on atmospheric effects for aerial images. ICIP (2010)