Semantic video object segmentation for content-based multimedia applications

by Ju Guo, C.-C. Jay Kuo

Semantic Video Object Segmentation for Content-Based Multimedia Applications provides a thorough review of state-of-the-art techniques as well as describing several novel ideas and algorithms for semantic object extraction from image sequences. Semantic object extraction is an essential element in content-based multimedia services, such as the newly developed MPEG4 and MPEG7 standards. An interactive system called SIVOG (Smart Interactive Video Object Generation) is presented, which converts user's semantic input into a form that can be conveniently integrated with low-level video processing. Thus, high-level semantic information and low-level video features are integrated seamlessly into a smart segmentation system. A region and temporal adaptive algorithm was further proposed to improve the efficiency of the SIVOG system so that it is feasible to achieve nearly real-time video object segmentation with robust and accurate performances. Also included is an examination of the shape coding problem and the object segmentation problem simultaneously. Semantic Video Object Segmentation for Content-Based Multimedia Applications will be of great interest to research scientists and graduate-level students working in the area of content-based multimedia representation and applications and its related fields.

「Nielsen BookData」より

[目次]

  • List of Figures. List of Tables. Preface. Acknowledgments. 1. Introduction. 2. Review of Previous Work. 3. Automatic Segmentation. 4. Object Shape Postprocessing. 5. Interactive Segmentation Algorithms. 6. Temporal and Spatial Adaptive Processing. 7. Summary and Future Work. References. About the Authors. Index.

「Nielsen BookData」より

この本の情報

書名 Semantic video object segmentation for content-based multimedia applications
著作者等 Kuo, C.-C. Jay
Kuo C.-C.Jay
Guo Ju
シリーズ名 The Kluwer international series in engineering and computer science
出版元 Kluwer Academic
刊行年月 c2001
ページ数 xvii, 106 p.
大きさ 25 cm
ISBN 0792375130
NCID BA5427512X
※クリックでCiNii Booksを表示
言語 英語
出版国 アメリカ合衆国
この本を: 
このエントリーをはてなブックマークに追加

このページを印刷

外部サイトで検索

この本と繋がる本を検索

ウィキペディアから連想