Journal article
Video Frame Interpolation via Generalized Deformable Convolution
Abstract
Video frame interpolation aims at synthesizing intermediate frames from nearby source frames while maintaining spatial and temporal consistencies. The existing deep-learning-based video frame interpolation methods can be roughly divided into two categories: flow-based methods and kernel-based methods. The performance of flow-based methods is often jeopardized by the inaccuracy of flow map estimation due to oversimplified motion models, while …
Authors
Shi Z; Liu X; Shi K; Dai L; Chen J
Journal
IEEE Transactions on Multimedia, Vol. 24, , pp. 426–439
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
DOI
10.1109/tmm.2021.3052419
ISSN
1520-9210