Awesome-Space-Time-Video-Super-Resolution

A List of Recent Space-Time Video Super-Resolution methods.

If you are aware of papers in this topic (even those that are in ArXiv), please let me know in "Issues" section. I will post them. Also let me know additional information about listed papers (project page, code repository etc.) in "Issues" section.

2021

[1] Dual-Stream Fusion Network for Spatiotemporal Video Super-Resolution

Min-Yuan Tseng, Yen-Chung Chen, Yi-Lun Lee, Wei-Sheng Lai, Yi-Hsuan Tsai, Wei-Chen Chiu

WACV'21 Paper Code

[2] Learning for Unconstrained Space-Time Video Super-Resolution

Zhihao Shi, Chengqi Li, Linhui Dai, Xiaohong Liu, Jun Chen, Timothy N. Davidson

ArXiv

[3] Temporal Modulation Network for Controllable Space-Time Video Super-Resolution

Gang Xu, Jun Xu, Zhen Li, Liang Wang, Xing Sun, Ming-Ming Cheng

CVPR'21 ArXiv Code

[4] NTIRE 2021 Challenge on Video Super-Resolution

Sanghyun Son, Suyoung Lee, Seungjun Nah, Radu Timofte, Kyoung Mu Lee

NTIRE workshop, CVPR'21 ArXiv

[5] Efficient Space-time Video Super Resolution using Low-Resolution Flow and Mask Upsampling

Saikat Dutta, Nisarg A. Shah, Anurag Mittal

NTIRE workshop, CVPR'21 ArXiv Paper Code

[6] Space-time super-resolution with motion-perceptive deformable alignment

Zhuojun Cai, Xiang Tian, Ze Chen, Yaowu Chen

Journal of Electronic Imaging Paper

[7] STSRNet: Deep Joint Space-Time Super-Resolution for Vector Field Visualization

Yifei An, Han-Wei Shen, Guihua Shan, Guan Li, Jun Liu

IEEE Computer Graphics and Applications Paper

[8] MEGAN: Memory Enhanced Graph Attention Network for Space-Time Video Super-Resolution

Chenyu You, Lianyi Han, Aosong Feng, Ruihan Zhao, Hui Tang, Wei Fan

ArXiv

2020

[1] FISR: Deep Joint Frame Interpolation and Super-Resolution with a Multi-Scale Temporal Loss

Soo Ye Kim, Jihyong Oh, Munchurl Kim

AAAI'20 Paper Code

[2] Space-Time-Aware Multi-Resolution Video Enhancement

Muhammad Haris, Greg Shakhnarovich, Norimichi Ukita

CVPR'20 Paper Project Page Code

[3] Zooming Slow-Mo: Fast and Accurate One-Stage Space-Time Video Super-Resolution

Xiaoyu Xiang, Yapeng Tian, Yulun Zhang, Yun Fu, Jan P. Allebach+, Chenliang Xu

CVPR'20 Paper Code

[4] Deep Space-Time Video Upsampling Networks

Jaeyeon Kang, Younghyun Jo, Seoung Wug Oh, Peter Vajda, Seon Joo Kim

ECCV'20 Paper Code

[5] Space-Time Video Super-Resolution Using Temporal Profiles

Zeyu Xiao, Zhiwei Xiong , Xueyang Fu, Dong Liu, Zhengjun Zha

ACM MM'20 Paper

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