Video Super Resolution Based on Deep Learning: A Comprehensive Survey

25 July 2020

Radu Timofte

Papers citing "Video Super Resolution Based on Deep Learning: A Comprehensive Survey"

49 / 49 papers shown

Title
Burst Image Super-Resolution with Mamba Ozan Unal Steven Marty Dengxin Dai Mamba 43 0 0 25 Mar 2025
SIR-DIFF: Sparse Image Sets Restoration with Multi-View Diffusion Model Yucheng Mao Boyang Wang Nilesh Kulkarni Jeong Joon Park DiffM 58 0 0 18 Mar 2025
FedVSR: Towards Model-Agnostic Federated Learning in Video Super-Resolution Ali Mollaahmadi Dehaghi Hossein KhademSohi Reza Razavi Steve Drew Mohammad Moshirpour FedML 56 0 0 17 Mar 2025
Make the Fastest Faster: Importance Mask for Interactive Volume Visualization using Reconstruction Neural Networks Jianxin Sun David Lenz Hongfeng Yu Tom Peterka 52 0 0 09 Feb 2025
Neural-Network-Enhanced Metalens Camera for High-Definition, Dynamic Imaging in the Long-Wave Infrared Spectrum Jing-Yang Wei Hao Huang X. Zhang De-Mao Ye Yi Li L. Wang Yao-Guang Ma Yang-Hui Li 72 0 0 26 Nov 2024
A review on Machine Learning based User-Centric Multimedia Streaming Techniques Monalisa Ghosh Chetna Singhal 76 1 0 24 Nov 2024
Learning Truncated Causal History Model for Video Restoration Amirhosein Ghasemabadi Muhammad Kamran Janjua Mohammad Salameh Di Niu VGen CML 26 2 0 04 Oct 2024
Task-driven single-image super-resolution reconstruction of document scans Maciej Zyrek M. Kawulok SupR 44 0 0 12 Jul 2024
Space-Time Video Super-resolution with Neural Operator Yuantong Zhang Hanyou Zheng Daiqin Yang Zhenzhong Chen Haichuan Ma Wenpeng Ding SupR 22 0 0 09 Apr 2024
Spread Your Wings: A Radial Strip Transformer for Image Deblurring Duosheng Chen Shihao Zhou Jinshan Pan Jinglei Shi Lishen Qu Jufeng Yang ViT 19 0 0 30 Mar 2024
Match-Stereo-Videos: Bidirectional Alignment for Consistent Dynamic Stereo Matching Junpeng Jing Ye Mao K. Mikolajczyk 25 9 0 16 Mar 2024
Accelerated Event-Based Feature Detection and Compression for Surveillance Video Systems Andrew C. Freeman Ketan Mayer-Patel Montek Singh 27 5 0 13 Dec 2023
Precipitation Downscaling with Spatiotemporal Video Diffusion Prakhar Srivastava Ruihan Yang Gavin Kerrigan Gideon Dresdner Jeremy McGibbon Christopher S. Bretherton Stephan Mandt DiffM 29 3 0 11 Dec 2023
Enhancing Perceptual Quality in Video Super-Resolution through Temporally-Consistent Detail Synthesis using Diffusion Models C. Rota M. Buzzelli J. Weijer DiffM 23 3 0 27 Nov 2023
FLAIR: A Conditional Diffusion Framework with Applications to Face Video Restoration Zihao Zou Jiaming Liu S. Shoushtari Yubo Wang Weijie Gan Ulugbek S. Kamilov VGen DiffM 28 2 0 26 Nov 2023
An Operator Learning Framework for Spatiotemporal Super-resolution of Scientific Simulations Valentin Duruisseaux Amit Chakraborty AI4CE 16 1 0 04 Nov 2023
FFEINR: Flow Feature-Enhanced Implicit Neural Representation for Spatio-temporal Super-Resolution Chenyue Jiao Chongke Bi Lu Yang 17 3 0 24 Aug 2023
Physics-Informed Computer Vision: A Review and Perspectives C. Banerjee Kien Nguyen Clinton Fookes G. Karniadakis PINN AI4CE 30 27 0 29 May 2023
Expanding Synthetic Real-World Degradations for Blind Video Super Resolution Mehran Jeelani Sadbhawna N. Cheema K. Illgner-Fehns P. Slusallek S. Jaiswal 80 10 0 04 May 2023
Learning Spatial-Temporal Implicit Neural Representations for Event-Guided Video Super-Resolution Yunfan Lu Zipeng Wang Minjie Liu Hongjian Wang Lin Wang SupR 21 30 0 24 Mar 2023
ReBotNet: Fast Real-time Video Enhancement Jeya Maria Jose Valanarasu Rahul Garg Andeep S. Toor Xin Tong Weijuan Xi Andreas Lugmayr Vishal M. Patel A. Menini 19 0 0 23 Mar 2023
Toward Super-Resolution for Appearance-Based Gaze Estimation Galen O’Shea Majid Komeili SupR 25 3 0 17 Mar 2023
Towards High-Quality and Efficient Video Super-Resolution via Spatial-Temporal Data Overfitting Gen Li Jie Ji Minghai Qin Wei Niu Bin Ren Fatemeh Afghah Lin Guo Xiaolong Ma SupR 95 11 0 15 Mar 2023
The Best of Both Worlds: a Framework for Combining Degradation Prediction with High Performance Super-Resolution Networks Matthew Aquilina Keith George Ciantar Christian Galea K. Camilleri R. Farrugia J. Abela 23 0 0 09 Nov 2022
Power Efficient Video Super-Resolution on Mobile NPUs with Deep Learning, Mobile AI & AIM 2022 challenge: Report Andrey D. Ignatov Radu Timofte Cheng-Ming Chiang Hsien-Kai Kuo Yu-Syuan Xu ... Kele Xu Li Liu Zehua Cheng Wenyi Lian W. Lian SupR 19 10 0 07 Nov 2022
Video super-resolution for single-photon LIDAR Germán Mora-Martín S. Scholes Alice Ruget R. K. Henderson Jonathan Leach I. Gyongy 17 7 0 19 Oct 2022
AIM 2022 Challenge on Super-Resolution of Compressed Image and Video: Dataset, Methods and Results Ren Yang Radu Timofte Xin Li Qi Zhang Lin Zhang ... Yijian Zhang Mao Ye Dengyan Luo Xiaofeng Pan L. Peng SupR 30 30 0 23 Aug 2022
Image Quality Assessment with Gradient Siamese Network Heng Cong Lin Fu Rongyu Zhang Yusheng Zhang Hao Wang Jiarong He Jin Gao 22 3 0 08 Aug 2022
Rethinking Alignment in Video Super-Resolution Transformers Shu Shi Jinjin Gu Liangbin Xie Xintao Wang Yujiu Yang Chao Dong 17 67 0 18 Jul 2022
Continuous Sign Language Recognition via Temporal Super-Resolution Network Qidan Zhu Jing Li Fei Yuan Quan Gan SLR 9 11 0 03 Jul 2022
Recurrent Video Restoration Transformer with Guided Deformable Attention Jingyun Liang Yuchen Fan Xiaoyu Xiang Rakesh Ranjan Eddy Ilg Simon Green Jiezhang Cao K. Zhang Radu Timofte Luc Van Gool 31 152 0 05 Jun 2022
Accelerating the Training of Video Super-Resolution Models Lijian Lin Xintao Wang Zhongang Qi Ying Shan 27 3 0 10 May 2022
Multi-scale temporal network for continuous sign language recognition Qidan Zhu Jing Li Fei Yuan Quan Gan SLR 22 12 0 08 Apr 2022
RSTT: Real-time Spatial Temporal Transformer for Space-Time Video Super-Resolution Z. Geng Luming Liang Tianyu Ding Ilya Zharkov 17 68 0 27 Mar 2022
Optical Flow for Video Super-Resolution: A Survey Zhigang Tu Hongyan Li Wei Xie Yuanzhong Liu Shifu Zhang Baoxin Li Junsong Yuan SupR 20 15 0 20 Mar 2022
Spatio-temporal Vision Transformer for Super-resolution Microscopy Charles N Christensen M. Lu Edward N. Ward Pietro Lio' C. Kaminski 19 8 0 28 Feb 2022
Deep Neural Network-based Enhancement for Image and Video Streaming Systems: A Survey and Future Directions Royson Lee Stylianos I. Venieris Nicholas D. Lane AI4TS 55 44 0 07 Jun 2021
BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment Kelvin C. K. Chan Shangchen Zhou Xiangyu Xu Chen Change Loy 149 389 0 27 Apr 2021
Large Motion Video Super-Resolution with Dual Subnet and Multi-Stage Communicated Upsampling Hongying Liu Peng Zhao Zhubo Ruan Fanhua Shang Yuanyuan Liu SupR 21 24 0 22 Mar 2021
Real-World Single Image Super-Resolution: A Brief Review Honggang Chen Xiaohai He L. Qing Yuanyuan Wu Chao Ren Ce Zhu 19 258 0 03 Mar 2021
A Comprehensive Review of Deep Learning-based Single Image Super-resolution S. M. A. Bashir Yi Wang Mahrukh Khan Yilong Niu SupR AI4Cl 27 112 0 18 Feb 2021
Deep Learning-based Face Super-Resolution: A Survey Junjun Jiang Chenyang Wang Xianming Liu Jiayi Ma SupR CVBM 32 127 0 11 Jan 2021
Image Quality Assessment for Perceptual Image Restoration: A New Dataset, Benchmark and Metric Jinjin Gu Haoming Cai Haoyu Chen Xiaoxing Ye Jimmy S. J. Ren Chao Dong 26 42 0 30 Nov 2020
Exploit Camera Raw Data for Video Super-Resolution via Hidden Markov Model Inference Xiaohong Liu Kangdi Shi Zhe Wang Jun Chen SupR 24 31 0 24 Aug 2020
A Single Frame and Multi-Frame Joint Network for 360-degree Panorama Video Super-Resolution Hongying Liu Zhubo Ruan Chaowei Fang Peng Zhao Fanhua Shang Yuanyuan Liu Lijun Wang 11 17 0 24 Aug 2020
MuCAN: Multi-Correspondence Aggregation Network for Video Super-Resolution Wenbo Li Xin Tao Taian Guo Lu Qi Jiangbo Lu Jiaya Jia SupR 129 136 0 23 Jul 2020
Generative Adversarial Networks and Perceptual Losses for Video Super-Resolution Alice Lucas Santiago López-Tapia Rafael Molina Aggelos K. Katsaggelos GAN SupR 36 173 0 14 Jun 2018
Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network Wenzhe Shi Jose Caballero Ferenc Huszár J. Totz Andrew P. Aitken Rob Bishop Daniel Rueckert Zehan Wang SupR 190 5,173 0 16 Sep 2016
Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting Xingjian Shi Zhourong Chen Hao Wang Dit-Yan Yeung W. Wong W. Woo 201 7,902 0 13 Jun 2015