Publications

29 publications Google Scholar ↗

Journal articles

  1. Feature distribution statistics as a loss objective for robust white balance correction

    F. Kınlı, F. Kıraç

    Machine Vision and Applications, 2025

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  2. Advancing white balance correction through deep feature statistics and feature distribution matching

    F. Kınlı, B. Özcan, F. Kıraç

    J. Visual Communication and Image Representation, 2025

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  3. Generalization to Unseen Viewpoint Images of Objects via Alleviated Pose Attentive Capsule Agreement

    B. Özcan, F. Kınlı, F. Kıraç

    Neural Computing and Applications, 2023

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  4. FashionCapsNet: Clothing Classification with Capsule Networks

    F. Kınlı, F. Kıraç

    Int. J. Informatics Technologies, 2020

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Conference papers

  1. Beyond Pixel Fidelity: Minimizing Perceptual Distortion and Color Bias in Night Photography Rendering

    F. Kınlı

    ICIP 2026

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  2. Dawn: A Robust Tone Mapping Operator for Multi-Illuminant and Low-Light Scenarios

    F. Kınlı, B. Özcan, F. Kıraç

    VISAPP 2025 Oral

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  3. Modeling the Lighting in Scenes as Style for Auto White-Balance Correction

    F. Kınlı, D. Yılmaz, B. Özcan, F. Kıraç

    WACV 2023

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  4. Quaternion Capsule Networks

    B. Özcan, F. Kınlı, F. Kıraç

    ICPR 2020

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  5. Description-aware Fashion Image Inpainting with Convolutional Neural Networks in Coarse-to-Fine Manner

    F. Kınlı, B. Özcan, F. Kıraç

    ICCTA 2020

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Workshop papers

  1. Deterministic Neural Illumination Mapping for Efficient Auto-White Balance Correction

    F. Kınlı, D. Yılmaz, B. Özcan, F. Kıraç

    ICCVW 2023 · RCV

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  2. Reversing Image Signal Processors by Reverse Style Transferring

    F. Kınlı, B. Özcan, F. Kıraç

    ECCVW 2022 · AIM Oral

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  3. Patch-wise Contrastive Style Learning for Instagram Filter Removal

    F. Kınlı, B. Özcan, F. Kıraç

    CVPRW 2022 · NTIRE Oral

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  4. Instagram Filter Removal on Fashionable Images

    F. Kınlı, B. Özcan, F. Kıraç

    CVPRW 2021 · NTIRE

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  5. A Benchmark for Inpainting of Clothing Images with Irregular Holes

    F. Kınlı, B. Özcan, F. Kıraç

    ECCVW 2020 · AIM

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  6. Fashion Image Retrieval with Capsule Networks

    F. Kınlı, B. Özcan, F. Kıraç

    ICCVW 2019 · CVFAD

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Challenge reports

  1. NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge

    A. Khalin, E. Ershov, A. Panshin, ..., F. Kınlı, ..., R. Timofte

    CVPRW 2026 · NTIRE 3rd place

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  2. Photography Retouching Transfer, NTIRE 2026 Challenge: Report

    O. Elezabi, M.V. Conde, Z. Wu, ..., F. Kınlı, ..., R. Timofte

    CVPRW 2026 · NTIRE 1st place

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  3. Low Light Image Enhancement Challenge at NTIRE 2026

    G. Ciubotariu, S.M.A. Sharif, A. Rehman, ..., F. Kınlı, ..., R. Timofte

    CVPRW 2026 · NTIRE 1st, 3rd, 3rd & 5th places

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  4. NTIRE 2024 Challenge on Night Photography Rendering

    N. Banić, E. Ershov, A. Panshin, ..., F. Kınlı, ..., R. Timofte

    CVPRW 2024 · NTIRE 9th place

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  5. NTIRE 2023 Challenge on Night Photography Rendering

    A. Shutova, E. Ershov, G. Perevozchikov, ..., F. Kınlı, ..., R. Timofte

    CVPRW 2023 · NTIRE 7th place

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  6. Reversed Image Signal Processing and RAW Reconstruction. AIM 2022 Challenge Report

    M.V. Conde, R. Timofte, Y. Huang, ..., F. Kınlı, ..., R. Timofte

    ECCVW 2022 · AIM Oral

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  7. NTIRE 2022 challenge on night photography rendering

    E. Ershov, A. Savchik, D. Shepelev, N. Banić, M.S. Brown, R. Timofte, ..., F. Kınlı, ...

    CVPRW 2022 · NTIRE Oral4th place

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  8. 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, ...

    ECCVW 2022 · AIM OrganizerOral

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Reproducibility reports

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

    M. Erkol, F. Kınlı, B. Özcan, F. Kıraç

    ReScience C, 2023 · MLRC 2022

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

    D. Yılmaz, F. Kınlı, B. Özcan, F. Kıraç

    ReScience C, 2022 · MLRC 2021 NeurIPS 2022 Journal Showcase

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  3. Re: VCNet: A Robust Approach to Blind Image Inpainting

    F. Kınlı, B. Özcan, F. Kıraç

    MLRC 2020

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  4. Re: Spatial-Adaptive Network for Single Image Denoising

    S. Menteş, F. Kınlı, B. Özcan, F. Kıraç

    ReScience C, 2021 · MLRC 2020

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Theses

  1. Modeling the Lighting as Style Factor via Neural Networks for White Balance Correction

    Osman Furkan Kınlı

    PhD Thesis, Özyeğin University, 2025

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  2. Clothing Image Retrieval with Triplet Capsule Networks

    O. Furkan Kınlı

    MSc Thesis, Özyeğin University, 2019

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