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Focusing on the challenge of content-based video retrieval, this book explores innovative techniques to bridge the semantic gap between low-level video features and higher-level concepts. The authors present three main techniques: a spatio-temporal extension of the Cobra framework, hidden Markov models, and Bayesian belief networks. They evaluate these methods through experiments with real video data and discuss the adaptability of their solutions across multiple domains. Additionally, a prototype video database management system is introduced, showcasing their proposed techniques.
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Content-Based Video Retrieval, Willem Jonker, Milan Petković
- Language
- Released
- 2003
- product-detail.submit-box.info.binding
- (Hardcover)
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- Title
- Content-Based Video Retrieval
- Subtitle
- A Database Perspective
- Language
- English
- Authors
- Willem Jonker, Milan Petković
- Publisher
- Springer US
- Released
- 2003
- Format
- Hardcover
- Pages
- 172
- ISBN13
- 9781402076176
- Category
- Computers, IT, Programming
- Description
- Focusing on the challenge of content-based video retrieval, this book explores innovative techniques to bridge the semantic gap between low-level video features and higher-level concepts. The authors present three main techniques: a spatio-temporal extension of the Cobra framework, hidden Markov models, and Bayesian belief networks. They evaluate these methods through experiments with real video data and discuss the adaptability of their solutions across multiple domains. Additionally, a prototype video database management system is introduced, showcasing their proposed techniques.