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Learning Phase Distortion with Selective State Space Models for Video Turbulence Mitigation

3 April 2025

Papers citing "Learning Phase Distortion with Selective State Space Models for Video Turbulence Mitigation"

50 / 54 papers shown

Title
Person Recognition at Altitude and Range: Fusion of Face, Body Shape and Gait Feng Liu Nicholas Chimitt Lanqing guo Jitesh Jain Aditya Kane ... Arun Ross Humphrey Shi Zhangyang Wang A. Jain Xiaoming Liu CVBM 79 1 0 07 May 2025
Open Turbulent Image Set (OTIS) Nicholas B. Ferrante Jerome Gilles 110 30 0 30 Oct 2024
Wave-Mamba: Wavelet State Space Model for Ultra-High-Definition Low-Light Image Enhancement Wenbin Zou Hongxia Gao Weipeng Yang Tongtong Liu Mamba 78 15 0 02 Aug 2024
RainMamba: Enhanced Locality Learning with State Space Models for Video Deraining Hongtao Wu Yijun Yang Huihui Xu Weiming Wang Jinni Zhou Lei Zhu Mamba 88 21 0 31 Jul 2024
Long-range Turbulence Mitigation: A Large-scale Dataset and A Coarse-to-fine Framework Shengqi Xu Run Sun Yi Chang Shuning Cao Xueyao Xiao Luxin Yan 102 3 0 11 Jul 2024
Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality Tri Dao Albert Gu Mamba 193 544 0 31 May 2024
Diffeomorphic Template Registration for Atmospheric Turbulence Mitigation Dong Lao Congli Wang Alex Wong Stefano Soatto 102 5 0 06 May 2024
DVMSR: Distillated Vision Mamba for Efficient Super-Resolution Xiaoyan Lei Wenlong Zhang Weifeng Cao 112 16 0 05 May 2024
A Survey on Visual Mamba Hanwei Zhang Ying Zhu Dan Wang Lijun Zhang Tianxiang Chen Zi Ye Mamba 97 69 0 24 Apr 2024
Source-free Domain Adaptation for Video Object Detection Under Adverse Image Conditions Xingguang Zhang Chih-Hsien Chou 114 1 0 23 Apr 2024
Turb-Seg-Res: A Segment-then-Restore Pipeline for Dynamic Videos with Atmospheric Turbulence R. Saha Dehao Qin Nianyi Li Jinwei Ye Suren Jayasuriya 80 5 0 21 Apr 2024
FreqMamba: Viewing Mamba from a Frequency Perspective for Image Deraining Zou Zhen Yu Hu Zhao Feng Mamba 85 43 0 15 Apr 2024
Learning Enriched Features via Selective State Spaces Model for Efficient Image Deblurring Huiyu Gao Depeng Dang 101 15 0 29 Mar 2024
ZigMa: A DiT-style Zigzag Mamba Diffusion Model Vincent Tao Hu S. A. Baumann Ming Gui Olga Grebenkova Pingchuan Ma Johannes S. Fischer Bjorn Ommer 128 46 0 20 Mar 2024
SSM Meets Video Diffusion Models: Efficient Video Generation with Structured State Spaces Yuta Oshima Shohei Taniguchi Masahiro Suzuki Yutaka Matsuo 117 7 0 12 Mar 2024
VideoMamba: State Space Model for Efficient Video Understanding Kunchang Li Xinhao Li Yi Wang Yinan He Yali Wang Limin Wang Yu Qiao Mamba 82 214 0 11 Mar 2024
MiM-ISTD: Mamba-in-Mamba for Efficient Infrared Small Target Detection Tianxiang Chen Zi Ye Zhentao Tan Tao Gong Yue-bo Wu Qi Chu Bin Liu Nenghai Yu Jieping Ye Mamba 132 60 0 04 Mar 2024
MambaIR: A Simple Baseline for Image Restoration with State-Space Model Hang Guo Jinmin Li Tao Dai Zhihao Ouyang Xudong Ren Shu-Tao Xia Mamba 139 249 0 23 Feb 2024
Real-World Atmospheric Turbulence Correction via Domain Adaptation Xijun Wang Santiago López-Tapia Aggelos K. Katsaggelos OOD 79 3 0 12 Feb 2024
Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model Lianghui Zhu Bencheng Liao Qian Zhang Xinlong Wang Wenyu Liu Xinggang Wang Mamba 127 817 0 17 Jan 2024
Spatio-Temporal Turbulence Mitigation: A Translational Perspective Xingguang Zhang Nicholas Chimitt Yiheng Chi Zhiyuan Mao Stanley H. Chan 109 10 0 08 Jan 2024
Mamba: Linear-Time Sequence Modeling with Selective State Spaces Albert Gu Tri Dao Mamba 170 2,854 0 01 Dec 2023
Physics-Driven Turbulence Image Restoration with Stochastic Refinement Ajay Jaiswal Xingguang Zhang Stanley H. Chan Zhangyang Wang 88 22 0 20 Jul 2023
RWKV: Reinventing RNNs for the Transformer Era Bo Peng Eric Alcaide Quentin G. Anthony Alon Albalak Samuel Arcadinho ... Qihang Zhao P. Zhou Qinghua Zhou Jian Zhu Rui-Jie Zhu 242 614 0 22 May 2023
Atmospheric Turbulence Correction via Variational Deep Diffusion Xijun Wang Santiago López-Tapia Aggelos K. Katsaggelos DiffM 107 8 0 08 May 2023
Expanding Accurate Person Recognition to New Altitudes and Ranges: The BRIAR Dataset David Cornett Joel Brogan Nell Barber Deniz Aykac Seth T. Baird ... Matt Yohe Robert Zhang S. Dolvin H. Santos-Villalobos David S. Bolme CVBM 98 63 0 03 Nov 2022
AT-DDPM: Restoring Faces degraded by Atmospheric Turbulence using Denoising Diffusion Probabilistic Models Nithin Gopalakrishnan Nair Kangfu Mei Vishal M. Patel DiffM 80 45 0 24 Aug 2022
Learning Degradation Representations for Image Deblurring Dasong Li Yuanhang Zhang Ka Chun Cheung Xiaogang Wang Hongwei Qin Hongsheng Li 93 58 0 10 Aug 2022
Single Frame Atmospheric Turbulence Mitigation: A Benchmark Study and A New Physics-Inspired Transformer Model Zhiyuan Mao Ajay Jaiswal Zhangyang Wang Stanley H. Chan 99 51 0 20 Jul 2022
Imaging through the Atmosphere using Turbulence Mitigation Transformer Xingguang Zhang Zhiyuan Mao Nicholas Chimitt Stanley H. Chan ViT 114 32 0 13 Jul 2022
Recurrent Video Restoration Transformer with Guided Deformable Attention Christos Sakaridis Yuchen Fan Xiaoyu Xiang Rakesh Ranjan Eddy Ilg Simon Green Jingyun Liang Peng Sun Radu Timofte Luc Van Gool 155 170 0 05 Jun 2022
Atmospheric Turbulence Removal with Complex-Valued Convolutional Neural Network Nantheera Anantrasirichai 82 29 0 14 Apr 2022
Simple Baselines for Image Restoration Liangyu Chen Xiaojie Chu Xinming Zhang Jian Sun 318 907 0 10 Apr 2022
Diagonal State Spaces are as Effective as Structured State Spaces Ankit Gupta Albert Gu Jonathan Berant 161 316 0 27 Mar 2022
TurbuGAN: An Adversarial Learning Approach to Spatially-Varying Multiframe Blind Deconvolution with Applications to Imaging Through Turbulence Brandon Yushan Feng Mingyang Xie Christopher A. Metzler ViT 91 14 0 13 Mar 2022
VRT: A Video Restoration Transformer Christos Sakaridis Jingyun Liang Yuchen Fan Peng Sun Rakesh Ranjan Yawei Li Radu Timofte Luc Van Gool ViT 161 274 0 28 Jan 2022
Deep Recurrent Neural Network with Multi-scale Bi-directional Propagation for Video Deblurring Chao Zhu Hang Dong Jin-shan Pan Boyang Liang Yuhao Huang Lean Fu Fei Wang 74 44 0 09 Dec 2021
LTT-GAN: Looking Through Turbulence by Inverting GANs Kangfu Mei Vishal M. Patel 141 20 0 04 Dec 2021
Efficiently Modeling Long Sequences with Structured State Spaces Albert Gu Karan Goel Christopher Ré 353 1,861 0 31 Oct 2021
Spatially-Adaptive Image Restoration using Distortion-Guided Networks Kuldeep Purohit Maitreya Suin A. N. Rajagopalan Vishnu Boddeti 303 118 0 19 Aug 2021
Accelerating Atmospheric Turbulence Simulation via Learned Phase-to-Space Transform Zhiyuan Mao Nicholas Chimitt Stanley H. Chan 78 69 0 24 Jul 2021
Real-world Video Deblurring: A Benchmark Dataset and An Efficient Recurrent Neural Network Zhihang Zhong Ye Gao Yinqiang Zheng Bo Zheng Imari Sato 86 36 0 30 Jun 2021
Image Reconstruction of Static and Dynamic Scenes through Anisoplanatic Turbulence Zhiyuan Mao Nicholas Chimitt Stanley H. Chan 111 50 0 31 Aug 2020
Simulating Anisoplanatic Turbulence by Sampling Inter-modal and Spatially Correlated Zernike Coefficients Nicholas Chimitt Stanley H. Chan 60 48 0 23 Apr 2020
Decision-Making with Auto-Encoding Variational Bayes Romain Lopez Pierre Boyeau Nir Yosef Michael I. Jordan Jeffrey Regier BDL 900 10,591 0 17 Feb 2020
Decoupled Attention Network for Text Recognition Tianwei Wang Yuanzhi Zhu Lianwen Jin Canjie Luo Xiaoxue Chen Y. Wu Qianying Wang Mingxiang Cai 231 255 0 21 Dec 2019
Residual Dense Network for Image Restoration Yulun Zhang Yapeng Tian Yu Kong Bineng Zhong Y. Fu SupR 108 729 0 25 Dec 2018
Subsampled Turbulence Removal Network W. H. Chak Chun Pong Lau L. Lui 67 35 0 12 Jul 2018
Image Super-Resolution Using Very Deep Residual Channel Attention Networks Yulun Zhang Kunpeng Li Kai Li Lichen Wang Bineng Zhong Y. Fu SupR 220 4,363 0 08 Jul 2018
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric Richard Y. Zhang Phillip Isola Alexei A. Efros Eli Shechtman Oliver Wang EGVM 505 11,997 0 11 Jan 2018