no code implementations • 25 Apr 2023 • Ban Chen, Xin Jin, Youxin Chen, Longhai Wu, Jie Chen, Jayoon Koo, Cheul-hee Hahm
Extensive experiments show that easy samples pass through fast models while difficult samples inference with heavy models, and our proposed pipeline can improve the accuracy-efficiency trade-off for VFI.
1 code implementation • CVPR 2023 • Xin Jin, Longhai Wu, Jie Chen, Youxin Chen, Jayoon Koo, Cheul-hee Hahm
Cast in a flexible pyramid framework, UPR-Net exploits lightweight recurrent modules for both bi-directional flow estimation and intermediate frame synthesis.
Ranked #2 on Video Frame Interpolation on MSU Video Frame Interpolation (PSNR metric)
1 code implementation • 17 Jun 2022 • Xin Jin, Longhai Wu, Guotao Shen, Youxin Chen, Jie Chen, Jayoon Koo, Cheul-hee Hahm
We present a novel simple yet effective algorithm for motion-based video frame interpolation.
Ranked #3 on Video Frame Interpolation on MSU Video Frame Interpolation (LPIPS metric)
no code implementations • 14 Jun 2022 • Wook-Hyung Kim, Cheul-hee Hahm, Anant Baijal, Namuk Kim, Ilhyun Cho, Jayoon Koo
In other words, the proposed algorithm yields three outputs: the pMOS which represents MOS for each pixel, the weights from the ROI indicating the relative importance of region, and finally the image-level MOS that is obtained by the weighted sum of pMOS and ROI values.