We propose a flow-guided transformer, which innovatively leverage the motion discrepancy exposed by optical flows to instruct the attention retrieval in transformer for high fidelity video inpainting.
Abstract: Transformers have been widely used for video processing owing to the multi-head self attention (MHSA) mechanism. However, the MHSA mechanism encounters an intrinsic difficulty for video ...
Abstract: Video frame interpolation can up-convert the frame rate and enhance the video quality. In recent years, although interpolation performance has achieved great success, image blur usually ...