Content-based video analysis for knowledge discovery

Chia Hung Yeh, Shih Hung Lee, C. C.Jay Kuo

研究成果: 書貢獻/報告類型篇章

3 引文 斯高帕斯(Scopus)

摘要

With the rapid growth of multimedia information, video content analysis becomes crucial when dealing with large amounts of multimedia data, including texts, images, audio, video, and graphics. Video content analysis can be used to facilitate the access to desired content for information retrieval, summarization, and knowledge discovery. The study and development of suitable and effective techniques for video content management and access has been conducted extensively over the last decade. In this chapter, we will first review the characteristics of visual and audio contents and their basic processing techniques. Then, we will discuss semantic approaches to video data understanding and provide an overview of major developments in this field. In particular, we emphasize video knowledge discovery using features of multiple modalities, enhancing collaboration among semantic cues from various kinds of information sources.

原文英語
主出版物標題Handbook of Pattern Recognition and Computer Vision, 3rd Edition
發行者World Scientific Publishing Co.
頁面543-558
頁數16
ISBN(電子)9789812775320
ISBN(列印)9812561056, 9789812561053
DOIs
出版狀態已發佈 - 2005 一月 1
對外發佈

ASJC Scopus subject areas

  • 電腦科學(全部)

指紋

深入研究「Content-based video analysis for knowledge discovery」主題。共同形成了獨特的指紋。

引用此