Vision and Graphics Lab

Publications

2023

NTIRE 2023 challenge on night photography rendering

Published in: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023

Authors: A Shutova, E Ershov, G Perevozchikov, I Ermakov, N Banić, R Timofte, ...

Year: 2023

Modeling the lighting in scenes as style for auto white-balance correction

Published in: Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2023

Authors: F Kınlı, D Yılmaz, B Özcan, F Kıraç

Year: 2023

Illumination-guided inverse rendering benchmark: Learning real objects with few cameras

Published in: Computers & Graphics 115, 107-121, 2023

Authors: D Yılmaz, F Kıraç

Year: 2023

Deterministic neural illumination mapping for efficient auto-white balance correction

Published in: Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023

Authors: F Kınlı, D Yılmaz, B Özcan, F Kıraç

Year: 2023

[Re] Exact Feature Distribution Matching for Arbitrary Style Transfer and Domain Generalization

Published in: ML Reproducibility Challenge 2022, 2023

Authors: M Erkol, F Kınlı, B Özcan, F Kıraç

Year: 2023

Generalization to unseen viewpoint images of objects via alleviated pose attentive capsule agreement

Published in: Neural Computing and Applications 35 (4), 3521-3536, 2023

Authors: B Özcan, F Kınlı, F Kıraç

Year: 2023

2022

NTIRE 2022 challenge on night photography rendering

Published in: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022

Authors: E Ershov, A Savchik, D Shepelev, N Banić, MS Brown, R Timofte, ...

Year: 2022

Reversed image signal processing and RAW reconstruction. AIM 2022 challenge report

Published in: European Conference on Computer Vision, 3-26, 2022

Authors: MV Conde, R Timofte, Y Huang, J Peng, C Chen, C Li, E Pérez-Pellitero, ...

Year: 2022

AIM 2022 challenge on Instagram filter removal: methods and results

Published in: European Conference on Computer Vision, 27-43, 2022

Authors: F Kınlı, S Menteş, B Özcan, F Kıraç, R Timofte, Y Zuo, Z Wang, X Zhang, ...

Year: 2022

Patch-wise contrastive style learning for instagram filter removal

Published in: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022

Authors: F Kınlı, B Özcan, F Kıraç

Year: 2022

Reversing image signal processors by reverse style transferring

Published in: European Conference on Computer Vision, 688-698, 2022

Authors: F Kınlı, B Özcan, F Kıraç

Year: 2022

[Re] Lifting 2D StyleGAN for 3D-Aware Face Generation

Published in: ML Reproducibility Challenge 2021 (Fall Edition), 2022

Authors: D Yılmaz, F Kınlı, B Özcan, F Kıraç

Year: 2022

2021

Instagram filter removal on fashionable images

Published in: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021

Authors: F Kinli, B Ozcan, F Kirac

Year: 2021

Quaternion capsule networks

Published in: 2020 25th International Conference on Pattern Recognition (ICPR), 6858-6865, 2021

Authors: B Özcan, F Kinli, F Kiraç

Year: 2021

Improving regression performance on monocular 3D object detection using bin-mixing and sparse voxel data

Published in: 2021 6th International Conference on Computer Science and Engineering (UBMK …, 2021

Authors: E Balatkan, F Kıraç

Year: 2021

[Re] Spatial-Adaptive Network for Single Image Denoising

Published in: ML Reproducibility Challenge 2020, 2021

Authors: S Menteş, F Kınlı, B Özcan, F Kıraç

Year: 2021

2020

FashionCapsNet: Clothing Classification with Capsule Networks

Published in: International Journal of Informatics Technologies 13 (1), 87-96, 2020

Authors: F Kınlı, F Kıraç

Year: 2020

Image denoising using deep convolutional autoencoder with feature pyramids

Published in: Turkish Journal of Electrical Engineering and Computer Sciences 28 (4), 2096 …, 2020

Authors: E Cetinkaya, MF KIRAÇ

Year: 2020

A benchmark for inpainting of clothing images with irregular holes

Published in: Computer Vision–ECCV 2020 Workshops: Glasgow, UK, August 23–28, 2020 …, 2020

Authors: F Kınlı, B Özcan, F Kıraç

Year: 2020

Description-aware fashion image inpainting with convolutional neural networks in coarse-to-fine manner

Published in: Proceedings of the 2020 6th International Conference on Computer and …, 2020

Authors: F Kınlı, B Özcan, F Kıraç

Year: 2020

A Post-Occupancy Evaluation Model Based On Spatio-Temporal Mapping Method For University Outdoor Spaces//Üniversite Dış Mekânları İçin Zaman-Mekânsal Haritalama Yöntemine …

Published in: Megaron 15 (1), 99, 2020

Authors: Ö Göçer, K Göçer, AM Başol, MF Kıraç, AÖ Torun, M Bakovic, FP Sıddıquı, ...

Year: 2020

2019

Fashion Image Retrieval with Capsule Networks

Published in: ICCV 2019, 2019

Authors: F Kinli, B Ozcan, F Kirac

Year: 2019

ADVISOR: An Adjustable Framework for Test Oracle Automation of Visual Output Systems

Published in: IEEE Transactions on Reliability, 2019

Authors: AE Genç, H Sözer, MF Kıraç, B Aktemur

Year: 2019

Automatically learning usage behavior and generating event sequences for black-box testing of reactive systems

Published in: Software Quality Journal 27, 861-883, 2019

Authors: MF Kıraç, B Aktemur, H Sözer, CŞ Gebizli

Year: 2019

2018

Introduction of a spatio-temporal mapping based POE method for outdoor spaces: Suburban university campus as a case study

Published in: Building and environment 145, 125-139, 2018

Authors: Ö Göçer, K Göçer, AM Başol, MF Kıraç, A Özbil, M Bakovic, FP Siddiqui, ...

Year: 2018

Pedestrian tracking in outdoor spaces of a suburban university campus for the investigation of occupancy patterns

Published in: Sustainable Cities and Society, 2018

Authors: Ö Göçer, K Göçer, B Özcan, M Bakoviç, F Kıraç

Year: 2018

VISOR: A fast image processing pipeline with scaling and translation invariance for test oracle automation of visual output systems

Published in: Journal of Systems and Software 136, 266-277, 2018

Authors: MF Kıraç, B Aktemur, H Sözer

Year: 2018

2016

Autotuning Runtime Specialization for Sparse Matrix-Vector Multiplication

Published in: ACM Transactions on Architecture and Code Optimization 13 (1), 2016

Authors: B Yilmaz, B Aktemur, MJ Garzaran, S Kamin, F Kirac

Year: 2016

Scene recognition with majority voting among sub-section levels

Published in: 2016 24th Signal Processing and Communication Application Conference (SIU …, 2016

Authors: N Maxudov, B Özcan, MF Kıraç

Year: 2016