Video cataloguing: structure parsing and content extraction
by Gao, Guangyu
This book explains how to perform video structure analysis and extract basic semantic contents for video summarization, which is essential for handling large-scale video data. It addresses the issues of video cataloguing, including video structure parsing and basic semantic word extraction, particularly for movie and teleplay videos. Topics include: video structure parsing; video shot boundary detection; research on video scene detection; semantic word extraction, including video text recogniti…
Read More ↓Title Statements
- Full title :Video cataloguing : structure parsing and content extraction / Guangyu Gao, Chi Harold Liu.
Summary
This book explains how to perform video structure analysis and extract basic semantic contents for video summarization, which is essential for handling large-scale video data. It addresses the issues of video cataloguing, including video structure parsing and basic semantic word extraction, particularly for movie and teleplay videos. Topics include: video structure parsing; video shot boundary detection; research on video scene detection; semantic word extraction, including video text recognition, scene recognition, and character identification; shot boundary detection methods; research on movie scene detection. The authors propose an application of highlight extraction in basketball videos and conclude by demonstrating how to design and implement a prototype system of automatic movie and teleplay cataloguing (AMTC) based on the approaches introduced in the book. --
Read More ↓Edition Statements
- Publication Date:©2016
Publication Statements
- Publisher(s):CRC Press
- Place of Publication:Boca Raton, FL
- Language:eng
- Publication Date:©2016
The Physical Object
- Description:1 online resource (xvi, 151 pages) : : illustrations (black and white)
Edition Identifiers
- ISBN:9781482235784, 1482235781
- DOI:10.1201/b19318
- oclc:ocn927374457
- LC Classification:TK6680.5
- Dewey Decimal:006.6/96
Table of Contents
1. Introduction -- 2. Visual features extraction -- 3. Accelerating shot boundary detection -- 4. Key frame extraction -- 5. Multimodality movie scene detection -- 6. Video text detection and recognition -- 7. "Where" entity : video scene recognition -- 8. "Who" entity : character identification -- 9. Audiovisual information-based highlight extraction -- 10. Demo system of automatic movie or teleplay cataloguing.
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