utomatic wire-frame ยฎtting and automatic wire-frame tracking are the two most important and most dicult issues associated with semantic-based moving image coding. A novel approach to high speed tracking of important facial features is presented as a part of a complete ยฎtting-tracking system. The met
Motion descriptors for content-based video representation
โ Scribed by Sylvie Jeannin; Radu Jasinschi; Alfred She; Thumpudi Naveen; Benoit Mory; Ali Tabatabai
- Publisher
- Elsevier Science
- Year
- 2000
- Tongue
- English
- Weight
- 827 KB
- Volume
- 16
- Category
- Article
- ISSN
- 0923-5965
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โฆ Synopsis
This paper presents two motion descriptors which were recommended by MPEG to become part of the "rst visual reference model (XM 1.0) of the evolving MPEG-7 standard in development. These motion descriptors are: (i) the camera motion descriptor which describes the global motion of the camera or of the observer in a natural 3-D scene, and (ii) the object motion trajectory descriptor which describes how an object moves in 3-D space or in the 2-D image plane. These two descriptors are important elements in capturing the dynamic content of video sequences in a compact form. They are used to index video sequences according to their dynamic content. Applications that use these descriptors include TV program classi"cation, video editing for broadcast TV and movies, broadcast sports, and video surveillance. 2000 Elsevier Science B.V. All rights reserved.
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In this paper, we present a novel semantic video object generation and temporal tracking technique for providing content-based video representation and indexing. In our system, the homogeneous image regions with accurate boundaries are first obtained by integrating the results of color edge detectio