Video Matting
13 papers with code • 0 benchmarks • 3 datasets
Image credit: https://arxiv.org/pdf/2012.07810v1.pdf
Benchmarks
These leaderboards are used to track progress in Video Matting
VideoMatte240K
VideoMatting108
PhotoMatte85
Latest papers
Video Instance Matting
shi-labs/vim
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To remedy this deficiency, we propose Video Instance Matting~(VIM), that is, estimating alpha mattes of each instance at each frame of a video sequence.
OmnimatteRF: Robust Omnimatte with 3D Background Modeling
facebookresearch/OmnimatteRF
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ICCV 2023
Video matting has broad applications, from adding interesting effects to casually captured movies to assisting video production professionals.
Adaptive Human Matting for Dynamic Videos
The most recent efforts in video matting have focused on eliminating trimap dependency since trimap annotations are expensive and trimap-based methods are less adaptable for real-time applications.
Ultrahigh Resolution Image/Video Matting With Spatio-Temporal Sparsity
nowsyn/sparsemat
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CVPR 2023
Instead, our method resorts to spatial and temporal sparsity for solving general UHR matting.
End-to-End Video Matting With Trimap Propagation
csvt32745/ftp-vm
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CVPR 2023
Although recent studies exploit video object segmentation methods to propagate the given trimaps, they suffer inconsistent results.
VMFormer: End-to-End Video Matting with Transformer
In this paper, we propose VMFormer: a transformer-based end-to-end method for video matting.
One-Trimap Video Matting
hongje/otvm
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A key of OTVM is the joint modeling of trimap propagation and alpha prediction.
MODNet-V: Improving Portrait Video Matting via Background Restoration
In this work, we observe that instead of asking the user to explicitly provide a background image, we may recover it from the input video itself.
Robust High-Resolution Video Matting with Temporal Guidance
PeterL1n/RobustVideoMatting
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We introduce a robust, real-time, high-resolution human video matting method that achieves new state-of-the-art performance.
Attention-guided Temporally Coherent Video Object Matting
yunkezhang/TCVOM
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Experimental results show that our method can generate high-quality alpha mattes for various videos featuring appearance change, occlusion, and fast motion.
