Çaglar Aytekin

Orcid: 0000-0003-4041-9757

According to our database1, Çaglar Aytekin authored at least 31 papers between 2010 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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In proceedings 
Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2023
LEURN: Learning Explainable Univariate Rules with Neural Networks.
CoRR, 2023

2022
Neural Networks are Decision Trees.
CoRR, 2022

2021
A Sub-band Approach to Deep Denoising Wavelet Networks and a Frequency-adaptive Loss for Perceptual Quality.
Proceedings of the 23rd International Workshop on Multimedia Signal Processing, 2021

2019
Compressibility Loss for Neural Network Weights.
CoRR, 2019

Approximating Binarization in Neural Networks.
Proceedings of the International Joint Conference on Neural Networks, 2019

Compressing Weight-updates for Image Artifacts Removal Neural Networks.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

A Compression Objective and a Cycle Loss for Neural Image Compression.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2018
Spatiotemporal Saliency Estimation by Spectral Foreground Detection.
IEEE Trans. Multim., 2018

A Data Set for Camera-Independent Color Constancy.
IEEE Trans. Image Process., 2018

Probabilistic saliency estimation.
Pattern Recognit., 2018

A Theoretical Investigation of Graph Degree as an Unsupervised Normality Measure.
CoRR, 2018

Memory-Efficient Deep Salient Object Segmentation Networks on Gridized Superpixels.
Proceedings of the 20th IEEE International Workshop on Multimedia Signal Processing, 2018

Clustering and Unsupervised Anomaly Detection with l2 Normalized Deep Auto-Encoder Representations.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Low-Energy Graph Fourier Basis Functions Span Salient Objects.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Saliency Enhanced Robust Visual Tracking.
Proceedings of the 7th European Workshop on Visual Information Processing, 2018

Block-optimized Variable Bit Rate Neural Image Compression.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

2017
Learning graph affinities for spectral graph-based salient object detection.
Pattern Recognit., 2017

Extended quantum cuts for unsupervised salient object extraction.
Multim. Tools Appl., 2017

INTEL-TUT Dataset for Camera Invariant Color Constancy Research.
CoRR, 2017

Category independent object proposals using quantum superposition.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Deep multi-resolution color constancy.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

2016
Quantum Cuts: A Quantum Mechanical Spectral Graph Partitioning Method for Salient Object Detection.
PhD thesis, 2016

Learning to rank salient segments extracted by multispectral Quantum Cuts.
Pattern Recognit. Lett., 2016

Salient object segmentation based on linearly combined affinity graphs.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

2015
Railway Fastener Inspection by Real-Time Machine Vision.
IEEE Trans. Syst. Man Cybern. Syst., 2015

Visual saliency by extended quantum cuts.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

2014
Fast Semi-automatic Target Initialization based on Visual Saliency for Airborne Thermal Imagery.
Proceedings of the VISAPP 2014, 2014

Automatic Object Segmentation by Quantum Cuts.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

2013
Automatic object extraction based on quantum mechanics.
Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013

Quantum mechanics in computer vision: Automatic object extraction.
Proceedings of the IEEE International Conference on Image Processing, 2013

2010
A novel shadow restoration algorithm based on atmospheric effects for aerial images.
Proceedings of the International Conference on Image Processing, 2010


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