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
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
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
[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
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] Lifting 2D StyleGAN for 3D-Aware Face Generation
Published in: ML Reproducibility Challenge 2021 (Fall Edition), 2021
Authors: D Yılmaz, 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