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MatAnyone2/README.md
2025-12-15 12:24:13 +08:00

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<div align="center">
<div style="text-align: center;">
<img src="./assets/matanyone2_logo.png" alt="MatAnyone Logo" style="height: 52px;">
<h2>Scaling Video Matting via a Learned Quality Evaluator</h2>
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<div>
<a href='https://pq-yang.github.io/' target='_blank'>Peiqing Yang</a><sup>1</sup>&emsp;
<a href='https://shangchenzhou.com/' target='_blank'>Shangchen Zhou</a><sup>1</sup>&emsp;
<a href="https://www.linkedin.com/in/kai-hao-794321382/" target='_blank'>Kai Hao</a><sup>1</sup>&emsp;
<a href="https://scholar.google.com.sg/citations?user=fMXnSGMAAAAJ&hl=en/" target='_blank'>Qingyi Tao</a><sup>2</sup>&emsp;
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<sup>1</sup>S-Lab, Nanyang Technological University&emsp;
<sup>2</sup>SenseTime Research, Singapore&emsp;
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<h4 align="center">
<a href="https://pq-yang.github.io/projects/MatAnyone2/" target='_blank'>
<img src="https://img.shields.io/badge/😈-Project%20Page-blue">
</a>
<a href="https://arxiv.org/abs/2512.11782" target='_blank'>
<img src="https://img.shields.io/badge/arXiv-2501.14677-b31b1b.svg">
</a>
<a href="https://www.youtube.com/watch?v=tyi8CNyjOhc&lc=Ugw1OS7z5QbW29RZCFZ4AaABAg" target='_blank'>
<img src="https://img.shields.io/badge/Demo%20Video-%23FF0000.svg?logo=YouTube&logoColor=white">
</a>
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<img src="https://api.infinitescript.com/badgen/count?name=sczhou/MatAnyone2&ltext=Visitors&color=3977dd">
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<strong>MatAnyone 2 is a practical human video matting framework that preserves fine details by avoiding segmentation-like boundaries, while also shows enhanced robustness under challenging real-world conditions.</strong>
<div style="width: 100%; text-align: center; margin:auto;">
<img style="width:100%" src="assets/teaser.jpg">
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:movie_camera: For more visual results, go checkout our <a href="https://pq-yang.github.io/projects/MatAnyone2/" target="_blank">project page</a>
---
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## 📮 Update
- [2025.12] This repo is created.
## 🔎 Overview
![overall_structure](assets/matanyone1vs2.jpg)
## 🛠️ Data Pipeline
![data_pipeline](assets/data_pipeline.jpg)
## 📑 Citation
If you find our repo useful for your research, please consider citing our paper:
```bibtex
@InProceedings{yang2025matanyone2,
title = {{MatAnyone 2}: Scaling Video Matting via a Learned Quality Evaluator},
author = {Yang, Peiqing and Zhou, Shangchen and Hao, Kai and Tao, Qingyi},
booktitle = {arXiv preprint arXiv:2512.11782},
year = {2025}
}
```
## 📧 Contact
If you have any questions, please feel free to reach us at `peiqingyang99@outlook.com`.