Retinexformer: One-stage Retinex-based Transformer for Low-light Image
Enhancement

Retinexformer: One-stage Retinex-based Transformer for Low-light Image Enhancement

12 March 2023

Jing Lin

Radu Timofte

Papers citing "Retinexformer: One-stage Retinex-based Transformer for Low-light Image Enhancement"

19 / 19 papers shown

Title
A review of advancements in low-light image enhancement using deep learning Fangxue Liu Lei Fan 45 0 0 09 May 2025
Lumina-OmniLV: A Unified Multimodal Framework for General Low-Level Vision Yuandong Pu Le Zhuo Kaiwen Zhu Liangbin Xie Wenlong Zhang Xiangyu Chen Peng Gao Yu Qiao Chao Dong Yihao Liu MLLM 66 1 0 07 Apr 2025
Multi-Agent Image Restoration Xu Jiang G. Li Bin Chen Jian Andrew Zhang 58 0 0 12 Mar 2025
GM-MoE: Low-Light Enhancement with Gated-Mechanism Mixture-of-Experts Minwen Liao Hao Bo Dong Xinyi Wang Ziyang Yan Yihua Shao MoE DiffM 58 0 0 10 Mar 2025
SEE: See Everything Every Time -- Adaptive Brightness Adjustment for Broad Light Range Images via Events Yunfan Lu Xiaogang Xu Hao Lu Yanlin Qian Pengteng Li ... Bin Yang Junyi Li Qianyi Cai Weiyu Guo Hui Xiong 33 0 0 28 Feb 2025
HVI: A New Color Space for Low-light Image Enhancement Qingsen Yan Yixu Feng Cheng Zhang Guansong Pang Kangbiao Shi Peng Wu Wei Dong Jinqiu Sun Yanning Zhang 46 5 0 27 Feb 2025
Discovering an Image-Adaptive Coordinate System for Photography Processing Ziteng Cui Lin Gu Tatsuya Harada 44 1 0 11 Jan 2025
Retinex-RAWMamba: Bridging Demosaicing and Denoising for Low-Light RAW Image Enhancement Xianmin Chen Peiliang Huang Xiaoxu Feng Dingwen Zhang Longfei Han J. Han Mamba 73 1 0 03 Jan 2025
Zero-Shot Low Light Image Enhancement with Diffusion Prior Joshua Cho Sara Aghajanzadeh Zhen Zhu David A. Forsyth DiffM 98 0 0 18 Dec 2024
Adaptive Blind All-in-One Image Restoration David Serrano-Lozano Luis Herranz Shaolin Su Javier Vázquez-Corral VLM 92 0 0 27 Nov 2024
KAN See In the Dark Aoxiang Ning Minglong Xue Jinhong He Chengyun Song 36 2 0 05 Sep 2024
RSEND: Retinex-based Squeeze and Excitation Network with Dark Region Detection for Efficient Low Light Image Enhancement Jingcheng Li Ye Qiao Haocheng Xu Sitao Huang 59 0 0 14 Jun 2024
MambaLLIE: Implicit Retinex-Aware Low Light Enhancement with Global-then-Local State Space Jiangwei Weng Zhiqiang Yan Ying Tai J. Qian Jian Yang Jun Li Mamba 29 10 0 25 May 2024
Specularity Factorization for Low-Light Enhancement A. S. Baslamisli Noah Snavely. Intrinsic 41 4 0 02 Apr 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
Geometric-Aware Low-Light Image and Video Enhancement via Depth Guidance Yingqi Lin Xiaogang Xu Yan Han Jiafei Wu Zhe Liu 22 0 0 26 Dec 2023
Dimma: Semi-supervised Low Light Image Enhancement with Adaptive Dimming Wojciech Kozlowski Michal Szachniewicz Michal Stypulkowski Maciej Ziȩba 22 4 0 14 Oct 2023
Degradation-Aware Unfolding Half-Shuffle Transformer for Spectral Compressive Imaging Yuanhao Cai Jing Lin Haoqian Wang Xin Yuan Henghui Ding Yulun Zhang Radu Timofte Luc Van Gool 72 116 0 20 May 2022
Learning to See in the Dark Cheng Chen Qifeng Chen Jia Xu V. Koltun 184 1,165 0 04 May 2018