文件名称：Multimedia Retrieval
文件大小：9.34MB
文件格式：RAR
更新时间：2012-04-17 02:51:53
Multimedia Retrieval
非常好的关于多媒体信息检索的英文材料 Organization of the Book The book consists of thirteen chapters. After the Introduction we treat three languages to describe metadata (Dublin Core, RDF, MPEG-7). Chapter 3 gives an overview of important mathematical techniques in Pattern Recognition like Support Vector Machines, Hidden Markov Models, and Dynamic Bayesian Networks. The next chapter summarizes the state-of-the-art Information Retrieval techniques. Chapter 5 is a long chapter dealing with images and concentrating on image analysis. It gives a classification of objects occurring in images and explains detection algorithms. Chapter 6 offers a mathematical approach to detect features by combining evidence from text and images. Chapter 7 is devoted to audio processing, in this case mainly speech recognition. The Chapters 8, 9, and 10 cover video applications. Evidence for high level features in video may come from more than one source. The chapters describe approaches to combine evidence. Chapter 11 gives a description of interactions with a system and the presentation of results. Digital rights management is the topic of Chapter 12. The final chapter handles the difficult topic of evaluation of multimedia systems. Besides theoretical considerations, many evaluation efforts are described ranging from important test sets to evaluation procedures as pursued by, for instance, the Text Retrieval Conference
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