Model-Based Image Signal Processors via Learnable Dictionaries

10 January 2022

Eduardo Pérez-Pellitero

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Papers citing "Model-Based Image Signal Processors via Learnable Dictionaries"

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Title
Efficient RAW Image Deblurring with Adaptive Frequency Modulation Wenlong Jiao Binglong Li Wei Shang Ping Wang Dongwei Ren 48 0 0 30 May 2025
Mixture-of-Shape-Experts (MoSE): End-to-End Shape Dictionary Framework to Prompt SAM for Generalizable Medical Segmentation Jia Wei Xiaoqi Zhao Jonghye Woo Georges El Fakhri Xiaofeng Liu Qingyu Chen Xiaofeng Liu 70 0 0 13 Apr 2025
SemiISP/SemiIE: Semi-Supervised Image Signal Processor and Image Enhancement Leveraging One-to-Many Mapping sRGB-to-RAW Masakazu Yoshimura Junji Otsuka Radu Berdan Takeshi Ohashi 86 0 0 03 Apr 2025
Pan-LUT: Efficient Pan-sharpening via Learnable Look-Up Tables Zhongnan Cai Yingying Wang Yunlong Lin Hui Zheng Ge Meng Zixu Lin Jiaxin Xie Junbin Lu Yue Huang Xinghao Ding 66 0 0 31 Mar 2025
RAW-Adapter: Adapting Pre-trained Visual Model to Camera RAW Images and A Benchmark Ziteng Cui Jianfei Yang Tatsuya Harada VLM 91 0 0 21 Mar 2025
RAW-Diffusion: RGB-Guided Diffusion Models for High-Fidelity RAW Image Generation Christoph Reinders Radu Berdan Beril Besbinar Junji Otsuka Daisuke Iso 121 2 0 20 Nov 2024
RAWMamba: Unified sRGB-to-RAW De-rendering With State Space Model Hongjun Chen Wencheng Han Huan Zheng Jianbing Shen Mamba 131 0 0 18 Nov 2024
Unveiling Hidden Details: A RAW Data-Enhanced Paradigm for Real-World Super-Resolution Long Peng Wenbo Li Jiaming Guo Xin Di Haoze Sun Y. Li Renjing Pei Yijiao Wang Yang Cao Zheng-jun Zha 88 5 0 16 Nov 2024
Unsupervised Low-light Image Enhancement with Lookup Tables and Diffusion Priors Yunlong Lin Zhenqi Fu Kairun Wen Tian-Chun Ye Sixiang Chen Ge Meng Yingying Wang Yue Huang Xiaotong Tu Xinghao Ding DiffM 75 5 0 27 Sep 2024
Toward Efficient Deep Blind RAW Image Restoration Marcos V. Conde Florin-Alexandru Vasluianu Radu Timofte 47 2 0 26 Sep 2024
RAW-Adapter: Adapting Pre-trained Visual Model to Camera RAW Images Ziteng Cui Tatsuya Harada 84 8 0 27 Aug 2024
Deep RAW Image Super-Resolution. A NTIRE 2024 Challenge Survey Marcos V. Conde Florin-Alexandru Vasluianu Radu Timofte Jianxing Zhang Jia Li ... Jun Chen Jinyang Yu Kele Xu Qisheng Xu Yong Dou SupR 107 15 0 24 Apr 2024
Simple Image Signal Processing using Global Context Guidance Omar Elezabi Marcos V. Conde Radu Timofte 46 2 0 17 Apr 2024
PQDynamicISP: Dynamically Controlled Image Signal Processor for Any Image Sensors Pursuing Perceptual Quality Masakazu Yoshimura Junji Otsuka Takeshi Ohashi 112 2 0 15 Mar 2024
BSRAW: Improving Blind RAW Image Super-Resolution Marcos V. Conde Florin-Alexandru Vasluianu Radu Timofte 57 8 0 24 Dec 2023
ParamISP: Learned Forward and Inverse ISPs using Camera Parameters Woohyeok Kim Geon-Yeong Kim Junyong Lee Seungyong Lee Seung-Hwan Baek Sunghyun Cho 69 8 0 20 Dec 2023
NILUT: Conditional Neural Implicit 3D Lookup Tables for Image Enhancement Marcos V. Conde Javier Vázquez-Corral M. S. Brown Radu Timofte 3DH 66 16 0 20 Jun 2023
Self-Supervised Reversed Image Signal Processing via Reference-Guided Dynamic Parameter Selection Junji Otsuka Masakazu Yoshimura Takeshi Ohashi 73 5 0 24 Mar 2023
CSwin2SR: Circular Swin2SR for Compressed Image Super-Resolution Honggui Li M. Trocan Mohamad Sawan Dimitri Galayko 21 4 0 20 Jan 2023
Efficient Visual Computing with Camera RAW Snapshots Zhihao Li Ming Lu Xu Zhang Xin Feng M. Salman Asif Zhan Ma 110 12 0 15 Dec 2022
Real-Time Under-Display Cameras Image Restoration and HDR on Mobile Devices Marcos V. Conde Florin-Alexandru Vasluianu S. Nathan Radu Timofte 62 10 0 25 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
DynamicISP: Dynamically Controlled Image Signal Processor for Image Recognition Masakazu Yoshimura Junji Otsuka Atsushi Irie Takeshi Ohashi VLM 90 17 0 02 Nov 2022
Perceptual Image Enhancement for Smartphone Real-Time Applications Marcos V. Conde Florin-Alexandru Vasluianu Javier Vázquez-Corral Radu Timofte 66 25 0 24 Oct 2022
Overexposure Mask Fusion: Generalizable Reverse ISP Multi-Step Refinement Jinha Kim Jun Jiang Liang Feng 90 2 0 20 Oct 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 87 15 0 20 Oct 2022
Reversing Image Signal Processors by Reverse Style Transferring Furkan Kinli B. Özcan Mustafa Furkan Kıraç 83 3 0 17 Oct 2022
Swin2SR: SwinV2 Transformer for Compressed Image Super-Resolution and Restoration Marcos V. Conde Ui-Jin Choi Maxime Burchi Radu Timofte ViT 145 142 0 22 Sep 2022
MIPI 2022 Challenge on Under-Display Camera Image Restoration: Methods and Results Ruicheng Feng Chongyi Li Shangchen Zhou W. Sun Qingpeng Zhu Jun Jiang Qingyu Yang Chen Change Loy Liang Feng 87 20 0 15 Sep 2022
Learning Task-Oriented Flows to Mutually Guide Feature Alignment in Synthesized and Real Video Denoising Jingyun Liang Qin Wang Christos Sakaridis Yulun Zhang Peng Sun Radu Timofte Luc Van Gool 58 7 0 25 Aug 2022