Edge-based morphological processing for efficient and accurate video object extraction

Yih Haw Jan*, David W. Lin

*Corresponding author for this work

Research output: Contribution to journalArticle

1 Scopus citations

Abstract

We consider the edge-linking approach for accurate locating of moving object boundaries in video segmentation. We review the existing methods and propose a scheme designed for efficiency and better accuracy. The scheme first obtains a very rough outline of an object by a suitable means, e.g., change detection. It then forms a relatively compact image region that properly contains the object, through a procedure termed "mask sketch." Finally, the outermost edges in the region are found and linked via a shortest-path algorithm. Experiments show that the scheme yields good performance.

Original languageEnglish
Pages (from-to)335-340
Number of pages6
JournalIEICE Transactions on Information and Systems
VolumeE88-D
Issue number2
DOIs
StatePublished - 1 Jan 2005

Keywords

  • Alpha plane
  • Automatic video segmentation
  • MPEG-4
  • Object extraction

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