Learning RAW-to-sRGB Mappings with Inaccurately Aligned Supervision

18 August 2021

Papers citing "Learning RAW-to-sRGB Mappings with Inaccurately Aligned Supervision"

30 / 30 papers shown

Title
Pseudo-Label Guided Real-World Image De-weathering: A Learning Framework with Imperfect Supervision Heming Xu Xiaohui Liu Zhilu Zhang Hongzhi Zhang Xiaohe Wu Wangmeng Zuo 30 0 0 14 Apr 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 40 0 0 25 Mar 2025
RAW-Adapter: Adapting Pre-trained Visual Model to Camera RAW Images and A Benchmark Ziteng Cui Jianfei Yang Tatsuya Harada VLM 56 0 0 21 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 44 0 0 14 Mar 2025
SimROD: A Simple Baseline for Raw Object Detection with Global and Local Enhancements Haiyang Xie Xi Shen Shihua Huang Qirui Wang Zheng Wang 31 0 0 10 Mar 2025
UniRestorer: Universal Image Restoration via Adaptively Estimating Image Degradation at Proper Granularity Jingbo Lin Zhilu Zhang W. J. Li Renjing Pei Hang Xu Hongzhi Zhang Wangmeng Zuo 32 0 0 28 Dec 2024
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 66 6 0 16 Nov 2024
Enhanced Super-Resolution Training via Mimicked Alignment for Real-World Scenes Omar Elezabi Zongwei Wu Radu Timofte CVBM SupR 16 0 0 07 Oct 2024
RAW-Adapter: Adapting Pre-trained Visual Model to Camera RAW Images Ziteng Cui Tatsuya Harada 41 8 0 27 Aug 2024
Self-Supervised Learning for Real-World Super-Resolution from Dual and Multiple Zoomed Observations Zhilu Zhang Ruohao Wang Hongzhi Zhang Wangmeng Zuo MDE SupR 36 2 0 03 May 2024
Simple Image Signal Processing using Global Context Guidance Omar Elezabi Marcos V. Conde Radu Timofte 14 2 0 17 Apr 2024
Rawformer: Unpaired Raw-to-Raw Translation for Learnable Camera ISPs Georgy Perevozchikov Nancy Mehta Mahmoud Afifi Radu Timofte 38 3 0 16 Apr 2024
Raw Instinct: Trust Your Classifiers and Skip the Conversion Christos Kantas Bjørk Antoniussen M. V. Andersen Rasmus Munksø Shobhit Kotnala S. B. Jensen Andreas Møgelmose Lau Nørgaard T. Moeslund 32 2 0 21 Mar 2024
PQDynamicISP: Dynamically Controlled Image Signal Processor for Any Image Sensors Pursuing Perceptual Quality Masakazu Yoshimura Junji Otsuka Takeshi Ohashi 32 2 0 15 Mar 2024
MetaISP -- Exploiting Global Scene Structure for Accurate Multi-Device Color Rendition Matheus Souza Wolfgang Heidrich 14 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 16 4 0 04 Jan 2024
LDM-ISP: Enhancing Neural ISP for Low Light with Latent Diffusion Models Qiang Wen Yazhou Xing Zhefan Rao Qifeng Chen DiffM 30 0 0 02 Dec 2023
Learning Real-World Image De-Weathering with Imperfect Supervision Xiaohui Liu Zhilu Zhang Xiaohe Wu Chaoyu Feng Xiaotao Wang Lei Lei Wangmeng Zuo 16 3 0 23 Oct 2023
SYENet: A Simple Yet Effective Network for Multiple Low-Level Vision Tasks with Real-time Performance on Mobile Device Wei Gou Ziyao Yi Yan Xiang Sha Li Zibin Liu Dehui Kong Ke Xu 25 4 0 16 Aug 2023
RBSR: Efficient and Flexible Recurrent Network for Burst Super-Resolution Ren-Rong Wu Zhilu Zhang Shuohao Zhang Hongzhi Zhang W. Zuo 14 6 0 30 Jun 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 16 3 0 19 May 2023
Generating Aligned Pseudo-Supervision from Non-Aligned Data for Image Restoration in Under-Display Camera Ruicheng Feng Chongyi Li Huaijin Chen Shuai Li Jinwei Gu Chen Change Loy 26 20 0 12 Apr 2023
Raw or Cooked? Object Detection on RAW Images William Ljungbergh Joakim Johnander Christoffer Petersson M. Felsberg 16 17 0 21 Jan 2023
Benchmark Dataset and Effective Inter-Frame Alignment for Real-World Video Super-Resolution Ruohao Wang Xiaohui Liu Zhilu Zhang Xiaohe Wu Chunling Feng Lei Zhang W. Zuo SupR 17 7 0 10 Dec 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 23 15 0 20 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 25 9 0 20 Mar 2022
Self-Supervised Learning for Real-World Super-Resolution from Dual Zoomed Observations Zhilu Zhang Ruohao Wang Hongzhi Zhang Yunjin Chen W. Zuo MDE SupR 16 21 0 02 Mar 2022
Reinforcement Learning of Self Enhancing Camera Image and Signal Processing Chandrajit L. Bajaj Yi Wang Yunhao Yang 11 2 0 15 Nov 2021
CycleISP: Real Image Restoration via Improved Data Synthesis Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat F. Khan Ming-Hsuan Yang Ling Shao DiffM 105 336 0 17 Mar 2020
Learning to See in the Dark Cheng Chen Qifeng Chen Jia Xu V. Koltun 173 1,162 0 04 May 2018