文件名称:
Intelligent.Big.Multimedia.Databases.B00ZR37RFQ
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文件大小: 10mb
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上传时间: 2015-06-25
详细说明： Multimedia databases address a growing number of commercially important applications such as media on demand, surveillance systems and medical systems. The book presents essential and relevant techniques and algorithms to develop and implement large multimedia database systems. The traditional relational database model is based on a relational algebra that is an offshoot of first-order logic and of the algebra of sets. The simple relational model is not powerful enough to address multimedia data. Because of this, multimedia dat abases are categorized into many major areas. Each of these areas are now so extensive that a major understanding of the mathematical core concepts requires the study of different fields such as information retrieval, digital image processing, feature extraction, fractals, machine learning, neuronal networks and high-dimensional indexing. This book unifies the essential concepts and recent algorithms into a single comprehensive volume. Table of Contents Chapter 1. Introduction Chapter 2. Multimedia Databases Chapter 3. Transform Functions Chapter 4. Compression Chapter 5. Feature Extraction Chapter 6. Low Dimensional Indexing Chapter 7. Approximative Indexing Chapter 8. High Dimensional Indexing Chapter 9. Dealing with Text Databases Chapter 10. Statistical Supervised Machine Learning Chapter 11. Multimodal Fusion Chapter 12. Software Architecture Chapter 13. Multimedia Databases in Medicine ...展开收缩
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