MambaLLIE: Implicit Retinex-Aware Low Light Enhancement with Global-then-Local State Space

25 May 2024

Jiangwei Weng

Zhiqiang Yan

Ying Tai

J. Qian

Jian Yang

Jun Li

Mamba

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Papers citing "MambaLLIE: Implicit Retinex-Aware Low Light Enhancement with Global-then-Local State Space"

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Title
Larger Hausdorff Dimension in Scanning Pattern Facilitates Mamba-Based Methods in Low-Light Image Enhancement Xinhua Wang Caibo Feng Xiangjun Fu Chunxiao Liu Mamba 270 0 0 29 Oct 2025
DeshadowMamba: Deshadowing as 1D Sequential Similarity Zhaotong Yang Yi Chen Y. Li Shengfeng He Yangyang Xu Junyu Dong Jian Yang Yong Du Mamba 204 0 0 28 Oct 2025
DIME-Net: A Dual-Illumination Adaptive Enhancement Network Based on Retinex and Mixture-of-Experts Ziang Wang Xiaoqin Wang Dingyi Wang Qiang Li Shushan Qiao MoE 84 0 0 19 Aug 2025
RetinexDual: Retinex-based Dual Nature Approach for Generalized Ultra-High-Definition Image Restoration Mohab Kishawy Ali Abdellatif Hussein Jun Chen 84 0 0 06 Aug 2025
SPJFNet: Self-Mining Prior-Guided Joint Frequency Enhancement for Ultra-Efficient Dark Image Restoration Tongshun Zhang Pingling Liu Zijian Zhang Qiuzhan Zhou 60 0 0 06 Aug 2025
Uncertainty-Aware Spatial Color Correlation for Low-Light Image Enhancement Jin Kuang Dong Liu Yukuang Zhang S. Wang 88 0 0 06 Aug 2025
Beyond Illumination: Fine-Grained Detail Preservation in Extreme Dark Image Restoration Tongshun Zhang Pingping Liu Zixuan Zhong Zijian Zhang Qiuzhan Zhou 44 0 0 05 Aug 2025
Content-Aware Mamba for Learned Image Compression Y. Chen Zezheng Lyu Bing He Hongwei Hu Qi Wang Yuan Tian Li Song Wenjun Zhang Guo Lu Mamba VLM 262 0 0 04 Aug 2025
DRWKV: Focusing on Object Edges for Low-Light Image Enhancement Xuecheng Bai Yuxiang Wang Boyu Hu Qinyuan Jie Chuanzhi Xu Hongru Xiao Kechen Li Vera Chung 216 0 0 24 Jul 2025
TCDiff++: An End-to-end Trajectory-Controllable Diffusion Model for Harmonious Music-Driven Group Choreography Y. Dai Wanlu Zhu Ronghui Li X. Li Z. Zhang Jun Yu Li J. Yang 194 1 0 23 Jun 2025
BSMamba: Brightness and Semantic Modeling for Long-Range Interaction in Low-Light Image Enhancement Tongshun Zhang Pingping Liu Mengen Cai Zijian Zhang Yubing Lu Qiuzhan Zhou Mamba 255 0 0 23 Jun 2025
FADPNet: Frequency-Aware Dual-Path Network for Face Super-Resolution Siyu Xu W. Li Guangwei Gao Zhiqiang Wang Guo-Jun Qi Chia-Wen Lin CVBM 137 0 0 17 Jun 2025
MambaVSR: Content-Aware Scanning State Space Model for Video Super-Resolution Linfeng He Meiqin Liu Qi Tang Chao Yao Yao-Min Zhao Mamba 214 0 0 13 Jun 2025
See through the Dark: Learning Illumination-affined Representations for Nighttime Occupancy Prediction Yuan Wu Zhiqiang Yan Yigong Zhang Xiang Li Jian Yang 3DV 216 2 0 27 May 2025
PDE: Gene Effect Inspired Parameter Dynamic Evolution for Low-light Image Enhancement Tong Li Lizhi Wang Hansen Feng Lin Zhu Hua Huang DiffM 294 0 0 14 May 2025
UnfoldIR: Rethinking Deep Unfolding Network in Illumination Degradation Image Restoration Chunming He Rihan Zhang Fengyang Xiao Chengyu Fang Longxiang Tang Yuanxing Zhang Sina Farsiu 278 12 0 10 May 2025
Devil is in the Uniformity: Exploring Diverse Learners within Transformer for Image Restoration Shihao Zhou Dayu Li Jinshan Pan Juncheng Zhou Jinglei Shi Jufeng Yang 231 1 0 26 Mar 2025
VMamba: Visual State Space ModelNeural Information Processing Systems (NeurIPS), 2024 Yue Liu Yunjie Tian Yuzhong Zhao Hongtian Yu Lingxi Xie Yaowei Wang Qixiang Ye Jianbin Jiao Yunfan Liu Mamba 856 1,392 0 31 Dec 2024
Rethinking Model Redundancy for Low-light Image Enhancement Tong Li Lizhi Wang Hansen Feng Lin Zhu Wanxuan Lu Hua Huang 274 0 0 21 Dec 2024
MambaIRv2: Attentive State Space RestorationComputer Vision and Pattern Recognition (CVPR), 2024 Hang Guo Yong Guo Yaohua Zha Yulun Zhang Wenbo Li Tao Dai Shu-Tao Xia Yawei Li Mamba 474 63 0 22 Nov 2024
Wave-Mamba: Wavelet State Space Model for Ultra-High-Definition Low-Light Image EnhancementACM Multimedia (MM), 2024 Wenbin Zou Hongxia Gao Weipeng Yang Tongtong Liu Mamba 167 51 0 02 Aug 2024
VmambaIR: Visual State Space Model for Image Restoration Yuan Shi Bin Xia Xiaoyu Jin Xing Wang Tianyu Zhao Xin Xia Xuefeng Xiao Wenming Yang 170 121 0 18 Mar 2024