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video-snapcut's Introduction

Video-SnapCut

This repository serves as the course project for Advance in Computer Graphics, Zhejiang Unviersity. In this project, we have implemented the video object segmentation system describe in Video SnapCut: Robust Video Object Cutout Using Localized Classifiers.

In this project, we have implemented all the following:

  • A complete pipeline of Video-SnapCut (Section 2-3 of the paper)

  • Alpha matting (Section 4 of the paper) (We are using this implementation: AlphaMatting)

  • UI for interactive refinement (Section 5 of the paper)

  • Test and comparison against Adobe After Effects' Rotobrush, see our report for more details (Section 6 of the paper)

Prerequisite

  • OpenCV: 3.4.x
  • QT: 5.x

Build

You can build the project using QMake under several platforms. The Qt project file video-snapcut.pro is in the/video-snapcut-ui/video-snapcut folder. You can also use Qt Creator to open the project.

Results

Cutout Results

Reference

  1. Xue Bai, Jue Wang, David Simons, and Guillermo Sapiro. 2009. Video SnapCut: robust video object cutout using localized classifiers.
  2. Carsten Rother, Vladimir Kolmogorov, and Andrew Blake. 2004. "GrabCut": interactive foreground extraction using iterated graph cuts.
  3. Y. Y. Boykov and M. -. Jolly. 2001. "Interactive graph cuts for optimal boundary & region segmentation of objects in N-D images.

video-snapcut's People

Contributors

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Forkers

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