Learning Truncated Causal History Model for Video Restoration

4 October 2024

Amirhosein Ghasemabadi

Muhammad Kamran Janjua

Papers citing "Learning Truncated Causal History Model for Video Restoration"

29 / 29 papers shown

Title
CascadedGaze: Efficiency in Global Context Extraction for Image Restoration Amirhosein Ghasemabadi Muhammad Kamran Janjua Mohammad Salameh Chunhua Zhou Fengyu Sun Di Niu 66 12 0 26 Jan 2024
NightRain: Nighttime Video Deraining via Adaptive-Rain-Removal and Adaptive-Correction Beibei Lin Yeying Jin Wending Yan Wei Ye Yuan. Yuan Shunli Zhang Robby T. Tan 64 11 0 01 Jan 2024
Benchmark Dataset and Effective Inter-Frame Alignment for Real-World Video Super-Resolution Ruohao Wang Xiaohui Liu Zhilu Zhang Xiaohe Wu Chunling Feng Lei Zhang W. Zuo SupR 48 8 0 10 Dec 2022
Real-time Streaming Video Denoising with Bidirectional Buffers Chenyang Qi Junming Chen Xin Yang Qifeng Chen 36 21 0 14 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 93 163 0 05 Jun 2022
Flexible Diffusion Modeling of Long Videos William Harvey Saeid Naderiparizi Vaden Masrani Christian D. Weilbach Frank Wood DiffM BDL VGen 214 295 0 23 May 2022
Simple Baselines for Image Restoration Liangyu Chen Xiaojie Chu Xinming Zhang Jian Sun 92 871 0 10 Apr 2022
Learning Trajectory-Aware Transformer for Video Super-Resolution Chengxu Liu Huan Yang Jianlong Fu Xueming Qian ViT 61 85 0 08 Apr 2022
VRT: A Video Restoration Transformer Christos Sakaridis Jingyun Liang Yuchen Fan Peng Sun Rakesh Ranjan Yawei Li Radu Timofte Luc Van Gool ViT 85 264 0 28 Jan 2022
TransWeather: Transformer-based Restoration of Images Degraded by Adverse Weather Conditions Jeya Maria Jose Valanarasu R. Yasarla Vishal M. Patel ViT 95 285 0 29 Nov 2021
Restormer: Efficient Transformer for High-Resolution Image Restoration Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat Fahad Shahbaz Khan Ming-Hsuan Yang ViT 144 2,203 0 18 Nov 2021
Memory-Augmented Non-Local Attention for Video Super-Resolution Ji-yang Yu Jingen Liu Liefeng Bo Tao Mei SupR 70 32 0 25 Aug 2021
Video Super-Resolution Transformer Jie Cao Yawei Li Peng Sun Luc Van Gool ViT 59 170 0 12 Jun 2021
BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment Kelvin C. K. Chan Shangchen Zhou Xiangyu Xu Chen Change Loy 186 407 0 27 Apr 2021
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows Ze Liu Yutong Lin Yue Cao Han Hu Yixuan Wei Zheng Zhang Stephen Lin B. Guo ViT 396 21,281 0 25 Mar 2021
Semi-Supervised Video Deraining with Dynamical Rain Generator Zongsheng Yue Jianwen Xie Qian Zhao Deyu Meng 111 64 0 14 Mar 2021
ARVo: Learning All-Range Volumetric Correspondence for Video Deblurring Dongxu Li Chenchen Xu Kaihao Zhang Xin Yu Yiran Zhong Wenqi Ren H. Suominen Hongdong Li 47 75 0 07 Mar 2021
HiPPO: Recurrent Memory with Optimal Polynomial Projections Albert Gu Tri Dao Stefano Ermon Atri Rudra Christopher Ré 94 512 0 17 Aug 2020
Video Super-Resolution with Recurrent Structure-Detail Network Takashi Isobe Xu Jia Shuhang Gu Songjiang Li Shengjin Wang Qi Tian SupR 45 210 0 02 Aug 2020
Video Super Resolution Based on Deep Learning: A Comprehensive Survey Hongying Liu Zhubo Ruan Peng Zhao Chao Dong Fanhua Shang Yuanyuan Liu Linlin Yang Radu Timofte SupR 54 171 0 25 Jul 2020
Video Super-resolution with Temporal Group Attention Takashi Isobe Songjiang Li Xu Jia Shanxin Yuan Greg Slabaugh Chunjing Xu Yali Li Shengjin Wang Qi Tian SupR 58 170 0 21 Jul 2020
FastDVDnet: Towards Real-Time Deep Video Denoising Without Flow Estimation Matias Tassano J. Delon T. Veit 60 238 0 01 Jul 2019
Heavy Rain Image Restoration: Integrating Physics Model and Conditional Adversarial Learning Ruoteng Li L. Cheong R. Tan 75 349 0 10 Apr 2019
TDAN: Temporally Deformable Alignment Network for Video Super-Resolution Yapeng Tian Yulun Zhang Y. Fu Chenliang Xu SupR 64 525 0 07 Dec 2018
Online Video Deblurring via Dynamic Temporal Blending Network Tae Hyun Kim Kyoung Mu Lee Bernhard Schölkopf M. Hirsch 55 163 0 11 Apr 2017
The 2017 DAVIS Challenge on Video Object Segmentation Jordi Pont-Tuset Federico Perazzi Sergi Caelles Pablo Arbeláez A. Sorkine-Hornung Luc Van Gool VGen VOS 78 1,205 0 03 Apr 2017
Deep Multi-scale Convolutional Neural Network for Dynamic Scene Deblurring Seungjun Nah Tae Hyun Kim Kyoung Mu Lee 137 1,970 0 07 Dec 2016
SGDR: Stochastic Gradient Descent with Warm Restarts I. Loshchilov Frank Hutter ODL 288 8,091 0 13 Aug 2016
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.5K 76,917 0 18 May 2015