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NTIRE 2025 the 2nd Restore Any Image Model (RAIM) in the Wild Challenge Jie Liang Radu Timofte Qiaosi Yi Zhengqiang Zhang Shuaizheng Liu Lingchen Sun Rongyuan Wu Xindong Zhang Hui Zeng Lei Zhang 66 13 0 02 Jun 2025
Learned Lightweight Smartphone ISP with Unpaired Data Andrei Arhire Radu Timofte 73 0 0 15 May 2025
ISPDiffuser: Learning RAW-to-sRGB Mappings with Texture-Aware Diffusion Models and Histogram-Guided Color Consistency Yang Ren Hai Jiang Menglong Yang W. Li Shuaicheng Liu DiffM 85 0 0 25 Mar 2025
Color Matching Using Hypernetwork-Based Kolmogorov-Arnold Networks A. Nikonorov Georgy Perevozchikov Andrei Korepanov Nancy Mehta Mahmoud Afifi E. Ershov Radu Timofte GAN 115 0 0 14 Mar 2025
A Comprehensive Survey on Image Signal Processing Approaches for Low-Illumination Image Enhancement Muhammad Turab 113 0 0 09 Feb 2025
An End-to-End Real-World Camera Imaging Pipeline Kepeng Xu Zijia Ma Li Xu Gang He Yunsong Li Wenxin Yu Taichu Han Cheng Yang 141 6 0 16 Nov 2024
NTIRE 2024 Challenge on Night Photography Rendering Egor Ershov Artyom Panshin Oleg Karasev Sergey Korchagin Shepelev Lev ... Qihua Cheng Fangpu Zhang Zhiqiang Xu Jingyu Yang Huanjing Yue 104 26 0 18 Jun 2024
NTIRE 2024 Restore Any Image Model (RAIM) in the Wild Challenge Jie Liang Radu Timofte Qiaosi Yi Shuai Liu Lingchen Sun Rongyuan Wu Xindong Zhang Huiyu Zeng Lei Zhang 111 19 0 16 May 2024
Simple Image Signal Processing using Global Context Guidance Omar Elezabi Marcos V. Conde Radu Timofte 46 2 0 17 Apr 2024
Rawformer: Unpaired Raw-to-Raw Translation for Learnable Camera ISPs Georgy Perevozchikov Nancy Mehta Mahmoud Afifi Radu Timofte 109 4 0 16 Apr 2024
MetaISP -- Exploiting Global Scene Structure for Accurate Multi-Device Color Rendition Matheus Souza Wolfgang Heidrich 70 3 0 06 Jan 2024
Enhancing RAW-to-sRGB with Decoupled Style Structure in Fourier Domain Xuanhua He Tao Hu Guoli Wang Zejin Wang Run Wang ... Ziyi Chen Rui Li Chenjun Xie Jie Zhang Man Zhou 65 4 0 04 Jan 2024
Iterative Token Evaluation and Refinement for Real-World Super-Resolution Chaofeng Chen Shangchen Zhou Liang Liao Haoning Wu Wenxiu Sun Qiong Yan Weisi Lin 70 6 0 09 Dec 2023
ISP meets Deep Learning: A Survey on Deep Learning Methods for Image Signal Processing Matheus Henrique Marques da Silva Jhessica Victoria Santos da Silva Rodrigo Reis Arrais Wladimir Barroso Guedes de Araújo Neto Leonardo Tadeu Lopes ... Lucas B. Rondon Bruno Melo de Souza Mayara Costa Regazio Rodolfo Coelho Dalapicola C. F. G. Santos SupR VLM 56 4 0 19 May 2023
RViDeformer: Efficient Raw Video Denoising Transformer with a Larger Benchmark Dataset Huanjing Yue Cong Cao Lei Liao Jingyu Yang ViT 116 8 0 01 May 2023
MicroISP: Processing 32MP Photos on Mobile Devices with Deep Learning Andrey D. Ignatov Anastasia Sycheva Radu Timofte Yu-Wen Tseng Yu-Syuan Xu ... Cheng-Ming Chiang Hsien-Kai Kuo Min-Hung Chen Chia-Ming Cheng Luc Van Gool MQ 87 17 0 08 Nov 2022
PyNet-V2 Mobile: Efficient On-Device Photo Processing With Neural Networks Andrey D. Ignatov Grigory Malivenko Radu Timofte Yu-Wen Tseng Yu-Syuan Xu ... Cheng-Ming Chiang Hsien-Kai Kuo Min-Hung Chen Chia-Ming Cheng Luc Van Gool 3DH 58 17 0 08 Nov 2022
Realistic Bokeh Effect Rendering on Mobile GPUs, Mobile AI & AIM 2022 challenge: Report Andrey D. Ignatov Radu Timofte Jin Zhang Feng Zhang G. Yu ... Mingyang Qian Huixin Ma Yanan Li Xiaotao Wang Lei Lei 68 10 0 07 Nov 2022
Power Efficient Video Super-Resolution on Mobile NPUs with Deep Learning, Mobile AI & AIM 2022 challenge: Report Andrey D. Ignatov Radu Timofte Cheng-Ming Chiang Hsien-Kai Kuo Yu-Syuan Xu ... Kele Xu Li Liu Zehua Cheng Wenyi Lian W. Lian SupR 87 10 0 07 Nov 2022
Efficient and Accurate Quantized Image Super-Resolution on Mobile NPUs, Mobile AI & AIM 2022 challenge: Report Andrey D. Ignatov Radu Timofte Maurizio Denna Abdelbadie Younes Ganzorig Gankhuyag ... Jing Liu Garas Gendy Nabil Sabor J. Hou Guanghui He SupR MQ 92 32 0 07 Nov 2022
Efficient Single-Image Depth Estimation on Mobile Devices, Mobile AI & AIM 2022 Challenge: Report Andrey D. Ignatov Grigory Malivenko Radu Timofte Lukasz Treszczotko Xin-ke Chang ... Dongwon Park Seongmin Hong Joonhee Lee Seunggyu Lee Sengsub Chun 82 17 0 07 Nov 2022
Learned Smartphone ISP on Mobile GPUs with Deep Learning, Mobile AI & AIM 2022 Challenge: Report Andrey D. Ignatov Radu Timofte Shuai Liu Chaoyu Feng Furui Bai ... Xin Lou Wei Zhou Cong Pang Haina Qin Mingxuan Cai 96 24 0 07 Nov 2022
Reversed Image Signal Processing and RAW Reconstruction. AIM 2022 Challenge Report Marcos V. Conde Radu Timofte Yibin Huang Jingyang Peng Chang-Xia Chen ... Furkan Kiracc Lin Leyi S M Nadim Uddin Diponkar Ghosh Yong Ju Jung 83 15 0 20 Oct 2022
LW-ISP: A Lightweight Model with ISP and Deep Learning Hongyang Chen Kaisheng Ma VLM 56 1 0 08 Oct 2022
Transform your Smartphone into a DSLR Camera: Learning the ISP in the Wild A. S. Tripathi Martin Danelljan Samarth Shukla Radu Timofte Luc Van Gool 94 9 0 20 Mar 2022
CRISPnet: Color Rendition ISP Net Matheus Souza Wolfgang Heidrich 46 2 0 20 Mar 2022
PyNET-QxQ: An Efficient PyNET Variant for QxQ Bayer Pattern Demosaicing in CMOS Image Sensors Minhyeok Cho Haechang Lee Hyunwoo Je Kijeong Kim Dongil Ryu Albert No 51 3 0 08 Mar 2022
Learning RAW-to-sRGB Mappings with Inaccurately Aligned Supervision Zhilu Zhang Haolin Wang Ming-Yu Liu Ruohao Wang Jiawei Zhang W. Zuo 73 42 0 18 Aug 2021
Del-Net: A Single-Stage Network for Mobile Camera ISP Saumya Gupta Diplav Srivastava Nicolas Produit Anurag Jain Gaurav Khandelwal SupR 21 7 0 03 Aug 2021
Overparametrization of HyperNetworks at Fixed FLOP-Count Enables Fast Neural Image Enhancement Lorenz K. Muller 21 7 0 18 May 2021
Fast and Accurate Quantized Camera Scene Detection on Smartphones, Mobile AI 2021 Challenge: Report Andrey D. Ignatov Grigory Malivenko Radu Timofte Sheng Chen Xin Xia ... K. Lyda L. Khojoyan Abhishek Thanki Sayak Paul Shahid Siddiqui MQ 90 20 0 17 May 2021
Fast and Accurate Single-Image Depth Estimation on Mobile Devices, Mobile AI 2021 Challenge: Report Andrey D. Ignatov Grigory Malivenko D. Plowman Samarth Shukla Radu Timofte ... Tianpeng Feng Yang Liu Chuannan Sheng Jian Yin Fausto T. Benavide MDE 68 36 0 17 May 2021
Real-Time Video Super-Resolution on Smartphones with Deep Learning, Mobile AI 2021 Challenge: Report Andrey D. Ignatov Andrés Romero Heewon Kim Radu Timofte C. Ho ... Xiumei Wang Jiaming Guo Xueyi Zhou Hao Jia Youliang Yan SupR 65 54 0 17 May 2021
Real-Time Quantized Image Super-Resolution on Mobile NPUs, Mobile AI 2021 Challenge: Report Andrey D. Ignatov Radu Timofte Maurizio Denna Abdelrazak Younes A. Lek ... Kun Zeng Peirong Li Zhi-Hao Liu Shiqi Xue Shengpeng Wang SupR MQ 56 60 0 17 May 2021
Fast Camera Image Denoising on Mobile GPUs with Deep Learning, Mobile AI 2021 Challenge: Report Andrey D. Ignatov Kim Byeoung-su Radu Timofte Angeline Pouget Fenglong Song ... Lei Lei Chaoyu Feng L. Huang Z. Lei Feifei Chen 68 30 0 17 May 2021
Learned Smartphone ISP on Mobile NPUs with Deep Learning, Mobile AI 2021 Challenge: Report Andrey D. Ignatov Cheng-Ming Chiang Hsien-Kai Kuo Anastasia Sycheva Radu Timofte ... K. Upla Kiran Raja Raghavendra Ramachandra Christoph Busch Etienne de Stoutz 83 48 0 17 May 2021
PyNET-CA: Enhanced PyNET with Channel Attention for End-to-End Mobile Image Signal Processing Byung-Hoon Kim Joonyoung Song J. C. Ye JaeHyun Baek 76 26 0 07 Apr 2021
AIM 2020 Challenge on Rendering Realistic Bokeh Andrey D. Ignatov Radu Timofte Ming Qian Congyu Qiao Jiamin Lin ... Xueqin Chen Tengyao Wang Max Zheng Hulk Wong Jay S. Zou 84 44 0 10 Nov 2020
AIM 2020 Challenge on Image Extreme Inpainting Evangelos Ntavelis Andrés Romero Siavash Bigdeli Radu Timofte 85 24 0 02 Oct 2020
Efficient Image Super-Resolution Using Pixel Attention Hengyuan Zhao Xiangtao Kong Jingwen He Yu Qiao Chao Dong SupR 80 338 0 02 Oct 2020
AIM 2020 Challenge on Video Temporal Super-Resolution Sanghyun Son Jaerin Lee Seungjun Nah Radu Timofte Kyoung Mu Lee SupR 78 21 0 28 Sep 2020
AIM 2020: Scene Relighting and Illumination Estimation Challenge Majed El Helou Ruofan Zhou Sabine Süsstrunk Radu Timofte Mahmoud Afifi ... Liping Dong Zhuolong Jiang Chenghua Li Cong Leng Jian Cheng 142 43 0 27 Sep 2020
AIM 2020 Challenge on Real Image Super-Resolution: Methods and Results Pengxu Wei Hannan Lu Radu Timofte Liang Lin W. Zuo ... Jun-Ho Choi Jong-Seok Lee Feras Almasri T. Vandamme O. Debeir SupR 98 41 0 25 Sep 2020
AIM 2020 Challenge on Efficient Super-Resolution: Methods and Results Peng Sun Martin Danelljan Yawei Li Radu Timofte Jie Liu ... Wenhao Wang Zhenbing Liu Rushi Lan Rao Muhammad Umer C. Micheloni SupR 92 90 0 15 Sep 2020
AIM 2020 Challenge on Video Extreme Super-Resolution: Methods and Results Dario Fuoli Zhiwu Huang Shuhang Gu Radu Timofte Arnau Raventos ... Kazutoshi Akita Norimichi Ukita S. HrishikeshP. Densen Puthussery V. JijiC. SupR 65 17 0 14 Sep 2020
AWNet: Attentive Wavelet Network for Image ISP Linhui Dai Xiaohong Liu Chengqi Li Jun Chen 88 58 0 20 Aug 2020