Multi-Scale Warping for Video Frame Interpolation

Multi-Scale Warping for Video Frame Interpolation

Blog Article

A novel video interpolation network to improve the temporal resolutions ADRENA SENSE of video sequences is proposed in this work.We develop a multi-scale warping module to interpolate intermediate frames robustly for both small and large motions.Specifically, the proposed multi-scale warping module deals with large motions between two consecutive frames using coarse-scale features, while estimating detailed local motions by exploring fine-scale features.

To this end, it takes multi-scale features from the encoder and estimates kernel weights and offset vectors for each scale.Finally, it synthesizes multi-scale warping frames and combines them to obtain an intermediate frame.Extensive experimental results demonstrate that the proposed algorithm outperforms Harness Mounting Tape state-of-the-art video interpolation algorithms on various benchmark datasets.