Raformer: Redundancy-Aware Transformer for Video Wire Inpainting

arXiv:2404.15802v1 Announce Type: new
Abstract: Video Wire Inpainting (VWI) is a prominent application in video inpainting, aimed at flawlessly removing wires in films or TV series, offering significant time and labor savings compared to manual frame-by-frame removal. However, wire removal poses greater challenges due to the wires being longer and slimmer than objects typically targeted in general video inpainting tasks, and often intersecting with people and background objects irregularly, which adds complexity to the inpainting process. Recognizing the limitations posed …

abstract application arxiv challenges cs.ai cs.cv films however inpainting labor objects redundancy series transformer type video