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Video Super Resolution Based on Deep Learning: A Comprehensive Survey
Artificial Intelligence Review (AI Review), 2020
25 July 2020
Hongying Liu
Zhubo Ruan
Peng Zhao
Chao Dong
Fanhua Shang
Yuanyuan Liu
Linlin Yang
Radu Timofte
SupR
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Papers citing
"Video Super Resolution Based on Deep Learning: A Comprehensive Survey"
50 / 51 papers shown
Deep Learning Empowered Super-Resolution: A Comprehensive Survey and Future Prospects
Proceedings of the IEEE (Proc. IEEE), 2025
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158
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Bridging Perspectives: A Survey on Cross-view Collaborative Intelligence with Egocentric-Exocentric Vision
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Guo Chen
Lidong Lu
Baoqi Pei
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573
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06 Jun 2025
A Survey of Deep Learning Video Super-Resolution
IEEE Transactions on Emerging Topics in Computational Intelligence (IEEE TETCI), 2024
Arbind Agrahari Baniya
Tsz-Kwan Lee
Peter Eklund
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289
15
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03 Jun 2025
Omnidirectional Video Super-Resolution using Deep Learning
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Arbind Agrahari Baniya
Tsz-Kwan Lee
Peter Eklund
Sunil Aryal
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MDE
238
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03 Jun 2025
NTIRE 2025 Challenge on Video Quality Enhancement for Video Conferencing: Datasets, Methods and Results
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Zongwei Wu
Quan Zou
Louis Florentin
Henrik Turbell
Sandeep Siddhartha
Radu Timofte
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372
26
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25 May 2025
GRNN:Recurrent Neural Network based on Ghost Features for Video Super-Resolution
Yutong Guo
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254
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NTIRE 2025 Challenge on UGC Video Enhancement: Methods and Results
Nikolay Safonov
Alexey Bryncev
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D. Vatolin
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248
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Burst Image Super-Resolution with Mamba
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225
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SIR-DIFF: Sparse Image Sets Restoration with Multi-View Diffusion Model
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Yucheng Mao
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396
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FedVSR: Towards Model-Agnostic Federated Learning in Video Super-Resolution
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Hossein KhademSohi
Reza Razavi
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378
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17 Mar 2025
Make the Fastest Faster: Importance Mask Synthesis for Interactive Volume Visualization using Reconstruction Neural Networks
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Jianxin Sun
David Lenz
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Tom Peterka
396
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09 Feb 2025
Neural-Network-Enhanced Metalens Camera for High-Definition, Dynamic Imaging in the Long-Wave Infrared Spectrum
ACS Photonics (ACS Photonics), 2024
Jing-Yang Wei
Hao Huang
Xinming Zhang
De-Mao Ye
Yi Li
Liwen Wang
Yao-Guang Ma
Yang-Hui Li
299
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26 Nov 2024
A review on Machine Learning based User-Centric Multimedia Streaming Techniques
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373
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Learning Truncated Causal History Model for Video Restoration
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Amirhosein Ghasemabadi
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Mohammad Salameh
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353
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Task-driven single-image super-resolution reconstruction of document scans
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M. Kawulok
SupR
361
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Space-Time Video Super-resolution with Neural Operator
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Hanyou Zheng
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218
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Shihao Zhou
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350
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Match-Stereo-Videos: Bidirectional Alignment for Consistent Dynamic Stereo Matching
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244
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Accelerated Event-Based Feature Detection and Compression for Surveillance Video Systems
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Andrew C. Freeman
Ketan Mayer-Patel
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276
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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
474
17
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11 Dec 2023
Enhancing Perceptual Quality in Video Super-Resolution through Temporally-Consistent Detail Synthesis using Diffusion Models
European Conference on Computer Vision (ECCV), 2023
C. Rota
M. Buzzelli
Joost van de Weijer
DiffM
444
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27 Nov 2023
FLAIR: A Conditional Diffusion Framework with Applications to Face Video Restoration
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Zihao Zou
Jiaming Liu
Shirin Shoushtari
Yubo Wang
Weijie Gan
Ulugbek S. Kamilov
VGen
DiffM
300
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An Operator Learning Framework for Spatiotemporal Super-resolution of Scientific Simulations
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325
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04 Nov 2023
FFEINR: Flow Feature-Enhanced Implicit Neural Representation for Spatio-temporal Super-Resolution
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Chenyue Jiao
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252
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Physics-Informed Computer Vision: A Review and Perspectives
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C. Banerjee
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Clinton Fookes
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PINN
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466
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29 May 2023
Expanding Synthetic Real-World Degradations for Blind Video Super Resolution
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Sadbhawna
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272
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Learning Spatial-Temporal Implicit Neural Representations for Event-Guided Video Super-Resolution
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Yunfan Lu
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Hongjian Wang
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230
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ReBotNet: Fast Real-time Video Enhancement
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Jeya Maria Jose Valanarasu
Rahul Garg
Andeep S. Toor
Xin Tong
Weijuan Xi
Andreas Lugmayr
Vishal M. Patel
A. Menini
305
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Toward Super-Resolution for Appearance-Based Gaze Estimation
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Majid Komeili
SupR
211
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Towards High-Quality and Efficient Video Super-Resolution via Spatial-Temporal Data Overfitting
Computer Vision and Pattern Recognition (CVPR), 2023
Gen Li
Jie Ji
Minghai Qin
Wei Niu
Bin Ren
Fatemeh Afghah
Lin Guo
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SupR
273
19
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15 Mar 2023
The Best of Both Worlds: a Framework for Combining Degradation Prediction with High Performance Super-Resolution Networks
Italian National Conference on Sensors (INS), 2022
Matthew Aquilina
Keith George Ciantar
Christian Galea
K. Camilleri
R. Farrugia
J. Abela
215
0
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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
308
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Video super-resolution for single-photon LIDAR
Optics Express (OE), 2022
Germán Mora-Martín
S. Scholes
Alice Ruget
R. K. Henderson
Jonathan Leach
Istvan Gyongy
214
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19 Oct 2022
AIM 2022 Challenge on Super-Resolution of Compressed Image and Video: Dataset, Methods and Results
Ren Yang
Radu Timofte
Xin Li
Tao Gui
Lin Zhang
...
Yijian Zhang
Mao Ye
Dengyan Luo
Xiaofeng Pan
L. Peng
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274
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Image Quality Assessment with Gradient Siamese Network
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Lin Fu
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Hao Wang
Jiarong He
Jin Gao
309
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Rethinking Alignment in Video Super-Resolution Transformers
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Shu Shi
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Yujiu Yang
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294
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18 Jul 2022
Continuous Sign Language Recognition via Temporal Super-Resolution Network
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Qidan Zhu
Jing Li
Fei Yuan
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SLR
178
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Recurrent Video Restoration Transformer with Guided Deformable Attention
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Christos Sakaridis
Yuchen Fan
Xiaoyu Xiang
Rakesh Ranjan
Eddy Ilg
Simon Green
Jingyun Liang
Lucas Beerens
Radu Timofte
Luc Van Gool
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Accelerating the Training of Video Super-Resolution Models
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Lijian Lin
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285
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Multi-scale temporal network for continuous sign language recognition
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Jing Li
Fei Yuan
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401
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RSTT: Real-time Spatial Temporal Transformer for Space-Time Video Super-Resolution
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Z. Geng
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Tianyu Ding
Ilya Zharkov
332
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Optical Flow for Video Super-Resolution: A Survey
Artificial Intelligence Review (Artif Intell Rev), 2022
Zhigang Tu
Hongyan Li
Wei Xie
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Shifu Zhang
Baoxin Li
Junsong Yuan
SupR
229
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Spatio-temporal Vision Transformer for Super-resolution Microscopy
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250
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310
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Large Motion Video Super-Resolution with Dual Subnet and Multi-Stage Communicated Upsampling
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SupR
330
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Real-World Single Image Super-Resolution: A Brief Review
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Honggang Chen
Xiaohai He
L. Qing
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372
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03 Mar 2021
A Comprehensive Review of Deep Learning-based Single Image Super-resolution
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S. M. A. Bashir
Yi Wang
Mahrukh Khan
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431
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Deep Learning-based Face Super-Resolution: A Survey
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SupR
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