Video object cut and paste

Yin Li*, Jian Sun, Heung Yeung Shum

*Corresponding author for this work

Research output: Contribution to journalConference article published in journalpeer-review

268 Citations (Scopus)

Abstract

In this paper, we present a system for cutting a moving object out from a video clip. The cutout object sequence can be pasted onto another video or a background image. To achieve this, we first apply a new 3D graph cut based segmentation approach on the spatialtemporal video volume. Our algorithm partitions watershed presegmentation regions into foreground and background while preserving temporal coherence. Then, the initial segmentation result is refined locally. Given two frames in the video sequence, we specify two respective windows of interest which are then tracked using a bi-directional feature tracking algorithm. For each frame in between these two given frames, the segmentation in each tracked window is refined using a 2D graph cut that utilizes a local color model. Moreover, we provide brush tools for the user to control the object boundary precisely wherever needed. Based on the accurate binary segmentation result, we apply coherent matting to extract the alpha mattes and foreground colors of the object.

Original languageEnglish
Pages (from-to)595-600
Number of pages6
JournalACM Transactions on Graphics
Volume24
Issue number3
DOIs
Publication statusPublished - Jul 2005
Externally publishedYes
EventACM SIGGRAPH 2005 - Los Angeles, CA, United States
Duration: 31 Jul 20054 Aug 2005

Keywords

  • Graph Cut
  • Matting
  • Tracking
  • Video Segmentation

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