Beyond Pixel Fidelity: Minimizing Perceptual Distortion and Color Bias in Night Photography Rendering
F. Kınlı
IEEE International Conference on Image Processing (ICIP)
Publications
Feature distribution statistics as a loss objective for robust white balance correction
F. Kınlı, F. Kıraç
Machine Vision and Applications
Advancing white balance correction through deep feature statistics and feature distribution matching
F. Kınlı, B. Özcan, F. Kıraç
Journal of Visual Communication and Image Representation
Dawn: A Robust Tone Mapping Operator for Multi-Illuminant and Low-Light Scenarios
F. Kınlı, B. Özcan, F. Kıraç
VISIGRAPP 2025: 20th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications
NTIRE 2024 Challenge on Night Photography Rendering
N. Banić, E. Ershov, A. Panshin, ..., F. Kınlı, ..., R. Timofte
NTIRE 2024 Challenge on Night Photography Rendering in conjunction with CVPR 2024
Deterministic Neural Illumination Mapping for Efficient Auto-White Balance Correction
F. Kınlı, D. Yılmaz, B. Özcan, F. Kıraç
RCV 2023: The 1st ICCV 2023 Workshop on Resource Efficient Deep Learning for Computer Vision
NTIRE 2023 Challenge on Night Photography Rendering
A. Shutova, E. Ershov, G. Perevozchikov, ..., F. Kınlı, ..., R. Timofte
NTIRE 2023 Challenge on Night Photography Rendering in conjunction with CVPR 2023
[Re] Exact Feature Distribution Matching for Arbitrary Style Transfer and Domain Generalization
M. Erkol, F. Kınlı, B. Özcan, F. Kıraç
ML Reproducibility Challenge 2022 (ReScience Journal)
Reversed Image Signal Processing and RAW Reconstruction. AIM 2022 Challenge Report
M.V. Conde, R. Timofte, Y. Huang, ..., F. Kınlı, ..., R. Timofte
AIM2022: Advances in Image Manipulation workshop in conjunction with ECCV 2022
Reversing Image Signal Processors by Reverse Style Transferring
F. Kınlı, B. Özcan, F. Kıraç
AIM2022: Advances in Image Manipulation workshop in conjunction with ECCV 2022
NTIRE 2022 challenge on night photography rendering
E. Ershov, A. Savchik, D. Shepelev, N. Banić, M.S. Brown, R. Timofte, ..., F. Kınlı, ...
NTIRE 2022 challenge on night photography rendering in conjunction with CVPR 2022
AIM 2022 Challenge on Instagram Filter Removal: Methods and Results
F. Kınlı, S. Menteş, B. Özcan, F. Kıraç, R. Timofte, Y. Zuo, Z. Wang, X. Zhang, ...
AIM2022: Advances in Image Manipulation workshop in conjunction with ECCV 2022
Modeling the Lighting in Scenes as Style for Auto White-Balance Correction
F. Kınlı, D. Yılmaz, B. Özcan, F. Kıraç
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) 2023
Generalization to Unseen Viewpoint Images of Objects via Alleviated Pose Attentive Capsule Agreement
B. Özcan, F. Kınlı, F. Kıraç
Neural Computing and Applications
Patch-wise Contrastive Style Learning for Instagram Filter Removal
F. Kınlı, B. Özcan, F. Kıraç
NTIRE2022: New Trends in Image Restoration and Enhancement workshop and challenges on image and video processing in conjunction with CVPR 2022
[Re] Lifting 2D StyleGAN for 3D-Aware Face Generation
D. Yılmaz, F. Kınlı, B. Özcan, F. Kıraç
ML Reproducibility Challenge 2021 (Fall Edition), Accepted to ReScience Journal Publication
Instagram Filter Removal on Fashionable Images
F. Kınlı, B. Özcan, F. Kıraç
NTIRE2021: New Trends in Image Restoration and Enhancement workshop and challenges on image and video processing in conjunction with CVPR 2021
Re: VCNet: A Robust Approach to Blind Image Inpainting
F. Kınlı, B. Özcan, F. Kıraç
ML Reproducibility Challenge 2020
Re: Spatial-Adaptive Network for Single Image Denoising
S. Menteş, F. Kınlı, B. Özcan, F. Kıraç
ML Reproducibility Challenge 2020, Accepted to ReScience Journal Publication
Quaternion Capsule Networks
B. Özcan, F. Kınlı, F. Kıraç
25th International Conference on Pattern Recognition, ICPR2020
A Benchmark for Inpainting of Clothing Images with Irregular Holes
F. Kınlı, B. Özcan, F. Kıraç
AIM2020: Advanced Image Manipulation workshop and challenges at ECCV2020
Description-aware Fashion Image Inpainting with Convolutional Neural Networks in Coarse-to-Fine Manner
F. Kınlı, B. Özcan, F. Kıraç
6th International Conference on Computer and Technology Applications (ICCTA 2020, former ICCIT)
FashionCapsNet: Clothing Classification with Capsule Networks
F. Kınlı, F. Kıraç
International Journal of Informatics Technologies
Fashion Image Retrieval with Capsule Networks
F. Kınlı, B. Özcan, F. Kıraç
Second Workshop on Computer Vision for Fashion, Art and Design as part of ICCV Workshops
Clothing Image Retrieval with Triplet Capsule Networks / A Thesis
F. Kınlı
Master's Thesis, Özyeğin University