Video Super-Resolution Transformer

12 June 2021

Luc Van Gool

Papers citing "Video Super-Resolution Transformer"

31 / 31 papers shown

Title
Small Clips, Big Gains: Learning Long-Range Refocused Temporal Information for Video Super-Resolution Xingyu Zhou Wei Long Jingbo Lu Shiyin Jiang Weiyi You Haifeng Wu Shuhang Gu 36 0 0 04 May 2025
SwinSF: Image Reconstruction from Spatial-Temporal Spike Streams Liangyan Jiang Chuang Zhu Yanxu Chen 38 2 0 22 Jul 2024
DiffIR2VR-Zero: Zero-Shot Video Restoration with Diffusion-based Image Restoration Models Chang-Han Yeh Chin-Yang Lin Zhixiang Wang Chi-Wei Hsiao Ting-Hsuan Chen Hau-Shiang Shiu Yu-Lun Liu VGen DiffM 57 5 0 01 Jul 2024
Training Transformer Models by Wavelet Losses Improves Quantitative and Visual Performance in Single Image Super-Resolution Cansu Korkmaz A. Murat Tekalp ViT 36 6 0 17 Apr 2024
Learning Correction Errors via Frequency-Self Attention for Blind Image Super-Resolution Haochen Sun Yan Yuan Lijuan Su Hao-Yu Shao 33 1 0 12 Mar 2024
CNN Injected Transformer for Image Exposure Correction Shuning Xu Xiangyu Chen Binbin Song Jiantao Zhou ViT 19 6 0 08 Sep 2023
Gated Multi-Resolution Transfer Network for Burst Restoration and Enhancement Nancy Mehta Akshay Dudhane Subrahmanyam Murala Syed Waqas Zamir Salman Khan F. Khan 19 16 0 13 Apr 2023
MSFA-Frequency-Aware Transformer for Hyperspectral Images Demosaicing Haijin Zeng Kai Feng Shaoguang Huang Jiezhang Cao Yongyong Chen Hongyan Zhang H. Luong Wilfried Philips 16 1 0 23 Mar 2023
STB-VMM: Swin Transformer Based Video Motion Magnification Ricard Lado-Roigé M. A. Pérez 16 13 0 20 Feb 2023
Learning Spatiotemporal Frequency-Transformer for Low-Quality Video Super-Resolution Zhongwei Qiu Huan Yang Jianlong Fu Daochang Liu Chang Xu Dongmei Fu AI4TS SupR 20 1 0 27 Dec 2022
A Physics-informed Diffusion Model for High-fidelity Flow Field Reconstruction Dule Shu Zijie Li A. Farimani DiffM AI4CE 30 121 0 26 Nov 2022
CDDFuse: Correlation-Driven Dual-Branch Feature Decomposition for Multi-Modality Image Fusion Zixiang Zhao Hao Bai Jiangshe Zhang Yulun Zhang Shuang Xu Zudi Lin Radu Timofte Luc Van Gool 29 308 0 26 Nov 2022
Temporal Consistency Learning of inter-frames for Video Super-Resolution Meiqin Liu Shuo Jin Chao Yao Chunyu Lin Yao Zhao SupR 35 25 0 03 Nov 2022
Low Light Video Enhancement by Learning on Static Videos with Cross-Frame Attention Shivam Chhirolya Sameer Malik R. Soundararajan 35 6 0 09 Oct 2022
Swin2SR: SwinV2 Transformer for Compressed Image Super-Resolution and Restoration Marcos V. Conde Ui-Jin Choi Maxime Burchi Radu Timofte ViT 46 134 0 22 Sep 2022
Learning Spatiotemporal Frequency-Transformer for Compressed Video Super-Resolution Zhongwei Qiu Huan Yang Jianlong Fu Dongmei Fu SupR 16 38 0 05 Aug 2022
Unsupervised Flow-Aligned Sequence-to-Sequence Learning for Video Restoration Jing Lin Xiaowan Hu Yuanhao Cai Haoqian Wang Youliang Yan X. Zou Yulun Zhang Luc Van Gool 36 17 0 20 May 2022
Degradation-Aware Unfolding Half-Shuffle Transformer for Spectral Compressive Imaging Yuanhao Cai Jing Lin Haoqian Wang Xin Yuan Henghui Ding Yulun Zhang Radu Timofte Luc Van Gool 70 116 0 20 May 2022
Activating More Pixels in Image Super-Resolution Transformer Xiangyu Chen Xintao Wang Jiantao Zhou Yu Qiao Chao Dong ViT 54 598 0 09 May 2022
MST++: Multi-stage Spectral-wise Transformer for Efficient Spectral Reconstruction Yuanhao Cai Jing Lin Zudi Lin Haoqian Wang Yulun Zhang Hanspeter Pfister Radu Timofte Luc Van Gool 19 170 0 17 Apr 2022
Learning Trajectory-Aware Transformer for Video Super-Resolution Chengxu Liu Huan Yang Jianlong Fu Xueming Qian ViT 22 82 0 08 Apr 2022
HIPA: Hierarchical Patch Transformer for Single Image Super Resolution Qing Cai Yiming Qian Jinxing Li Junjie Lv Yee-Hong Yang Feng Wu Dafan Zhang 17 28 0 19 Mar 2022
HUMUS-Net: Hybrid unrolled multi-scale network architecture for accelerated MRI reconstruction Zalan Fabian Berk Tinaz Mahdi Soltanolkotabi 25 50 0 15 Mar 2022
VRT: A Video Restoration Transformer Jingyun Liang Jiezhang Cao Yuchen Fan K. Zhang Rakesh Ranjan Yawei Li Radu Timofte Luc Van Gool ViT 21 251 0 28 Jan 2022
UniFormer: Unifying Convolution and Self-attention for Visual Recognition Kunchang Li Yali Wang Junhao Zhang Peng Gao Guanglu Song Yu Liu Hongsheng Li Yu Qiao ViT 142 361 0 24 Jan 2022
RFormer: Transformer-based Generative Adversarial Network for Real Fundus Image Restoration on A New Clinical Benchmark Zhuo Deng Yuanhao Cai Lu Chen Zheng Gong Qiqi Bao Xue Yao D. Fang Shaochong Zhang Lan Ma ViT MedIm 18 53 0 03 Jan 2022
Detail-Preserving Transformer for Light Field Image Super-Resolution Shunzhou Wang Tianfei Zhou Yao Lu Huijun Di ViT 11 95 0 02 Jan 2022
Revisiting Temporal Alignment for Video Restoration Kun Zhou Wenbo Li Liying Lu Xiaoguang Han Jiangbo Lu 28 27 0 30 Nov 2021
Video Frame Interpolation Transformer Zhihao Shi Xiangyu Xu Xiaohong Liu Jun Chen Ming-Hsuan Yang ViT 9 157 0 27 Nov 2021
SWAT: Spatial Structure Within and Among Tokens Kumara Kahatapitiya Michael S. Ryoo 20 6 0 26 Nov 2021
PhysFormer: Facial Video-based Physiological Measurement with Temporal Difference Transformer Zitong Yu Yuming Shen Jingang Shi Hengshuang Zhao Philip H. S. Torr Guoying Zhao ViT MedIm 129 166 0 23 Nov 2021