no code implementations • ECCV 2020 • Yuan Tian, Zhaohui Che, Wenbo Bao, Guangtao Zhai, Zhiyong Gao
Motion representation is key to many computer vision problems but has never been well studied in the literature.
2 code implementations • 25 Jun 2022 • Wang Shen, Cheng Ming, Wenbo Bao, Guangtao Zhai, Li Chen, Zhiyong Gao
With AutoFI and SktFI, the interpolated animation frames show high perceptual quality.
no code implementations • 17 Mar 2021 • Wang Shen, Wenbo Bao, Guangtao Zhai, Charlie L Wang, Jerry W Hu, Zhiyong Gao
An effective approach is to transmit frames in lower-quality under poor bandwidth conditions, such as using scalable video coding.
1 code implementation • CVPR 2020 • Wang Shen, Wenbo Bao, Guangtao Zhai, Li Chen, Xiongkuo Min, Zhiyong Gao
Existing works reduce motion blur and up-convert frame rate through two separate ways, including frame deblurring and frame interpolation.
no code implementations • 12 Feb 2020 • Cong Geng, Jia Wang, Li Chen, Wenbo Bao, Chu Chu, Zhiyong Gao
Based on this defined Riemannian metric, we introduce a constant speed loss and a minimizing geodesic loss to regularize the interpolation network to generate uniform interpolation along the learned geodesic on the manifold.
no code implementations • 28 Sep 2019 • Ming Cheng, Zhan Ma, M. Salman Asif, Yiling Xu, Haojie Liu, Wenbo Bao, Jun Sun
This paper presents a dual camera system for high spatiotemporal resolution (HSTR) video acquisition, where one camera shoots a video with high spatial resolution and low frame rate (HSR-LFR) and another one captures a low spatial resolution and high frame rate (LSR-HFR) video.
5 code implementations • CVPR 2019 • Wenbo Bao, Wei-Sheng Lai, Chao Ma, Xiaoyun Zhang, Zhiyong Gao, Ming-Hsuan Yang
The proposed model then warps the input frames, depth maps, and contextual features based on the optical flow and local interpolation kernels for synthesizing the output frame.
Ranked #5 on Video Frame Interpolation on Middlebury
1 code implementation • 20 Oct 2018 • Wenbo Bao, Wei-Sheng Lai, Xiaoyun Zhang, Zhiyong Gao, Ming-Hsuan Yang
Recently, a number of data-driven frame interpolation methods based on convolutional neural networks have been proposed.
Ranked #22 on Video Frame Interpolation on Vimeo90K
1 code implementation • arXiv 2018 • Wenbo Bao, Wei-Sheng Lai, Xiaoyun Zhang, Zhiyong Gao, Ming-Hsuan Yang
In this work, we propose a motion estimation and motion compensation driven neural network for video frame interpolation.
Ranked #6 on Video Frame Interpolation on Middlebury