Flow-guided transformer for video inpainting
WebJan 24, 2024 · We further exploit the flow guidance and propose FGT++ to pursue more effective and efficient video inpainting. First, we design a lightweight flow completion network by using local aggregation and edge loss. Second, to address the query degradation, we propose a flow guidance feature integration module, which uses the … WebWe 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.
Flow-guided transformer for video inpainting
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Web[ECCV 2024] Flow-Guided Transformer for Video Inpainting / / / [Project page] This repository hosts the pretrained models of the following paper: Flow-Guided Transformer for Video Inpainting Kaidong Zhang, … WebFeb 15, 2024 · [ECCV 2024] Flow-Guided Transformer for Video Inpainting. video-inpainting eccv2024 Updated Jan 28, 2024; Jupyter Notebook; shleecs / Copy-and …
WebMay 19, 2024 · New research from China reports state-of-the-art results – as well as an impressive improvement in efficiency – for a new video inpainting system that can adroitly remove objects from footage. The technique, called End-to-End framework for Flow-Guided video Inpainting (E2FGVI), is also capable of removing watermarks and various other … WebSep 28, 2024 · This paper proposes a novel video inpainting method. We make three main contributions: First, we extended previous Transformers with patch alignment by introducing Deformed Patch-based Homography (DePtH), which improves patch-level feature alignments without additional supervision and benefits challenging scenes with …
Web本文提出时空转换网络STTN（Spatial-Temporal Transformer Network）。具体来说，是通过自注意机制同时填补所有输入帧中的缺失区域，并提出通过时空对抗性损失来优化STTN。为了展示该模型的优越性，我们使用标准的静止掩模和更真实的运动物体掩模进行了定量和定 … WebJan 24, 2024 · This problem, termed query degradation, may be mitigated by first completing optical flows and then using the flows to guide the self attention, which was verified in our …
WebApr 6, 2024 · Optical flow, which captures motion information across frames, is exploited in recent video inpainting methods through propagating pixels along its trajectories. …
WebAug 14, 2024 · We propose a flow-guided transformer, which innovatively leverage the motion discrepancy exposed by optical flows to instruct the attention retrieval in … grabbing pain in chestWebMar 29, 2024 · Specifically, we customize an inpainting-oriented transformer block, where the attention module aggregates non-local information only from partial valid tokens, indicated by a dynamic mask. Extensive experiments demonstrate the state-of-the-art performance of the new model on multiple benchmark datasets. ... Flow-Guided … grabbing pain in right sideWeb"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. More specially, we design a novel flow completion network to complete the corrupted flows by exploiting the relevant flow features in a local ... grabbing onto that cheap shower curtainWebAug 14, 2024 · Flow-Guided Transformer for Video Inpainting. We propose a flow-guided transformer, which innovatively leverage the motion discrepancy exposed by … grabbing pain in stomachgrabbing popcorn gifWebFlow-Guided Transformer for Video Inpainting. grabbing pain in right side of backWebNov 3, 2024 · 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. grabbing people