@inbook{3105fc00e2d6490faf830752ab4e82cb,
title = "Knowledge-supported Segmentation and Semantic Contents Extraction from MPEG Videos for Highlight-based Annotation, Indexing and Retrieval",
abstract = "Automatic recognition of highlights from videos is a fundamental and challenging problem for content-based indexing and retrieval applications. In this paper, we propose techniques to solve this problem by using knowledge supported extraction of semantic contents, and compressed-domain processing is employed for efficiency. Firstly, video shots are detected by using knowledge-supported rules. Then, human objects are detected via statistical skindetection. Meanwhile, camera motion like zoom in is identified. Finally, highlights of zooming in human objects are extracted and used for annotation, indexing and retrieval of the whole videos. Results from large data of test videos have demonstrated the accuracy and robustness of the proposed techniques.",
keywords = "content-based indexing , video segmentation, semantic , highlights extraction, skin detection, camera motion, MPEG, shot detection",
author = "Jinchang Ren and Juan Chen and Jianmin Jiang and Ipson, {Stan S.}",
year = "2008",
doi = "10.1007/978-3-540-87442-3",
language = "English",
isbn = "9783540874409",
series = "Lecture Notes in Computer Science",
publisher = "Springer",
pages = "258--265",
editor = "Huang, {De-Shuang } and {Wunsch II}, {Donald C.} and Levine, {Daniel S. } and Jo, {Kang-Hyun }",
booktitle = "Advanced intelligent computing theories and applications",
note = "4th International Conference on Intelligent Computing, ICIC 2008 ; Conference date: 15-09-2008 Through 18-09-2008",
}