Learnability Enhancement for Low-light Raw Denoising: Where Paired Real
Data Meets Noise Modeling

Learnability Enhancement for Low-light Raw Denoising: Where Paired Real Data Meets Noise Modeling

13 July 2022

Papers citing "Learnability Enhancement for Low-light Raw Denoising: Where Paired Real Data Meets Noise Modeling"

18 / 18 papers shown

Title
TS-Diff: Two-Stage Diffusion Model for Low-Light RAW Image Enhancement Yi Li Zhiyuan Zhang Jiangnan Xia Jianghan Cheng Qilong Wu Junwei Li Yibin Tian Hui Kong DiffM 50 0 0 07 May 2025
Noise Synthesis for Low-Light Image Denoising with Diffusion Models Liying Lu Raphaël Achddou Sabine Süsstrunk DiffM 52 0 0 14 Mar 2025
Complementary Advantages: Exploiting Cross-Field Frequency Correlation for NIR-Assisted Image Denoising Y. Wang Hongyuan Wang Lizhi Wang X. Wang Lin Zhu Wanxuan Lu Hua Huang 84 1 0 21 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
Wave-Mamba: Wavelet State Space Model for Ultra-High-Definition Low-Light Image Enhancement Wenbin Zou Hongxia Gao Weipeng Yang Tongtong Liu Mamba 29 10 0 02 Aug 2024
From Chaos to Clarity: 3DGS in the Dark Zhihao Li Yufei Wang Alex Kot Bihan Wen 3DGS 29 4 0 12 Jun 2024
MIPI 2024 Challenge on Few-shot RAW Image Denoising: Methods and Results Xin Jin Chunle Guo Xiaoming Li Zongsheng Yue Chongyi Li ... Jiahao Qin Bingjie Han Pinle Qin Rui Chai Pengyuan Wang 38 0 0 11 Jun 2024
Self-Supervised Monocular Depth Estimation in the Dark: Towards Data Distribution Compensation Haolin Yang Chaoqiang Zhao Lu Sheng Yang Tang MDE 47 1 0 22 Apr 2024
DiffuseRAW: End-to-End Generative RAW Image Processing for Low-Light Images Rishit Dagli 27 2 0 13 Dec 2023
Physics-guided Noise Neural Proxy for Practical Low-light Raw Image Denoising Hansen Feng Lizhi Wang Yiqi Huang Yuzhi Wang Lin Zhu Huan Huang AI4CE DiffM 39 1 0 13 Oct 2023
Make Explicit Calibration Implicit: Calibrate Denoiser Instead of the Noise Model Xin Jin Jianqiang Xiao Linghao Han Chunle Guo Xialei Liu Chongyi Li Ruixun Zhang 29 3 0 07 Aug 2023
Towards General Low-Light Raw Noise Synthesis and Modeling Feng Zhang Bin Xu Zhiqiang Li Xinran Liu Qingbo Lu Changxin Gao Nong Sang DiffM 25 15 0 31 Jul 2023
ExposureDiffusion: Learning to Expose for Low-light Image Enhancement Yufei Wang Yi Yu Wenhan Yang Lanqing Guo Lap-Pui Chau Alex C. Kot B. Wen DiffM 25 41 0 15 Jul 2023
RViDeformer: Efficient Raw Video Denoising Transformer with a Larger Benchmark Dataset Huanjing Yue Cong Cao Lei Liao Jingyu Yang ViT 56 6 0 01 May 2023
Visibility Constrained Wide-band Illumination Spectrum Design for Seeing-in-the-Dark Muyao Niu Zhuoxiao Li Zhihang Zhong Yinqiang Zheng 25 5 0 21 Mar 2023
Low-Light Image and Video Enhancement: A Comprehensive Survey and Beyond Shen Zheng Yi Ma Jinqian Pan Chang-Tien Lu Gaurav Gupta 29 21 0 21 Dec 2022
Seeing Through the Noisy Dark: Towards Real-world Low-Light Image Enhancement and Denoising Jiahuan Ren Zhao Zhang Richang Hong Mingliang Xu Yi Yang Shuicheng Yan 31 1 0 02 Oct 2022
Learning to See in the Dark Cheng Chen Qifeng Chen Jia Xu V. Koltun 184 1,165 0 04 May 2018