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Cover: 9780521887397 | Data Management for Multimedia Retrieval | K. Selcuk Candan (u. a.)
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Data Management for Multimedia Retrieval
Buch von K. Selcuk Candan (u. a.)
Sprache: Englisch

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Beschreibung
A wide-ranging textbook covering data structures and algorithms for storing, indexing, clustering, classifying, and accessing common multimedia data representations.
A wide-ranging textbook covering data structures and algorithms for storing, indexing, clustering, classifying, and accessing common multimedia data representations.
Über den Autor
K. Selçuk Candan is a Professor of Computer Science and Engineering at Arizona State University. He received his Ph.D. in 1997 from the University of Maryland at College Park. Candan has authored more than 120 conference and journal articles, 9 patents, and many book chapters and, among his other scientific positions, has served as program chair for ACM Multimedia Conference '08, the Int. Conference on Image and Video Retrieval (CIVR'10), and as an organizing committee member for ACM SIG Management of Data Conference (SIGMOD'06). Since 2005, he has also served as an editorial board member for the Very Large Databases (VLDB) journal.
Inhaltsverzeichnis
1. Introduction: multimedia applications and data management requirements; 2. Models for multimedia data; 3. Common representations of multimedia features; 4. Feature quality and independence: why and how?; 5. Indexing, search, and retrieval of sequences; 6. Indexing, search, retrieval of graphs and trees; 7. Indexing, search, and retrieval of vectors; 8. Clustering techniques; 9. Classification; 10. Ranked retrieval; 11. Evaluation of retrieval; 12. User relevance feedback and collaborative filtering.
Details
Erscheinungsjahr: 2010
Genre: Informatik
Rubrik: Naturwissenschaften & Technik
Medium: Buch
ISBN-13: 9780521887397
ISBN-10: 0521887399
Sprache: Englisch
Ausstattung / Beilage: HC gerader Rücken kaschiert
Einband: Gebunden
Autor: Candan, K. Selcuk
Sapino, Maria Luisa
Hersteller: Cambridge University Press
Maße: 260 x 183 x 32 mm
Von/Mit: K. Selcuk Candan (u. a.)
Erscheinungsdatum: 05.08.2010
Gewicht: 1,15 kg
Artikel-ID: 101372500
Über den Autor
K. Selçuk Candan is a Professor of Computer Science and Engineering at Arizona State University. He received his Ph.D. in 1997 from the University of Maryland at College Park. Candan has authored more than 120 conference and journal articles, 9 patents, and many book chapters and, among his other scientific positions, has served as program chair for ACM Multimedia Conference '08, the Int. Conference on Image and Video Retrieval (CIVR'10), and as an organizing committee member for ACM SIG Management of Data Conference (SIGMOD'06). Since 2005, he has also served as an editorial board member for the Very Large Databases (VLDB) journal.
Inhaltsverzeichnis
1. Introduction: multimedia applications and data management requirements; 2. Models for multimedia data; 3. Common representations of multimedia features; 4. Feature quality and independence: why and how?; 5. Indexing, search, and retrieval of sequences; 6. Indexing, search, retrieval of graphs and trees; 7. Indexing, search, and retrieval of vectors; 8. Clustering techniques; 9. Classification; 10. Ranked retrieval; 11. Evaluation of retrieval; 12. User relevance feedback and collaborative filtering.
Details
Erscheinungsjahr: 2010
Genre: Informatik
Rubrik: Naturwissenschaften & Technik
Medium: Buch
ISBN-13: 9780521887397
ISBN-10: 0521887399
Sprache: Englisch
Ausstattung / Beilage: HC gerader Rücken kaschiert
Einband: Gebunden
Autor: Candan, K. Selcuk
Sapino, Maria Luisa
Hersteller: Cambridge University Press
Maße: 260 x 183 x 32 mm
Von/Mit: K. Selcuk Candan (u. a.)
Erscheinungsdatum: 05.08.2010
Gewicht: 1,15 kg
Artikel-ID: 101372500
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