Abstract
| Original language | English |
|---|---|
| Place of Publication | Berlin |
| Publisher | Springer |
| Number of pages | 372 |
| ISBN (Electronic) | 978-3-540-72895-5 |
| ISBN (Print) | 978-3-540-72894-8 |
| DOIs | |
| Publication status | Published - 2007 |
Publication series
| Name | Data-Centric Systems and Applications |
|---|---|
| Publisher | Springer |
Fingerprint
Keywords
- METIS-241800
- Video Indexing
- DB-MMR: MULTIMEDIA RETRIEVAL
- CR-I.4
- CR-H.5
- CR-H.3
- EWI-10807
- Pattern Recognition
- Speech Indexing
- Video Retrieval
- Digital Rights Management
- Multimedia Retrieval
- Image Processing
- Image Data
- Audio Data
- IR-61862
Cite this
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Multimedia Retrieval. / Blanken, Henk (Editor); Blok, Henk Ernst (Editor); Feng, Ling (Editor); de Vries, Arjen P. (Editor).
Berlin : Springer, 2007. 372 p. (Data-Centric Systems and Applications).Research output: Book/Report › Book editing › Academic
TY - BOOK
T1 - Multimedia Retrieval
A2 - Blanken, Henk
A2 - Blok, Henk Ernst
A2 - Feng, Ling
A2 - de Vries, Arjen P.
PY - 2007
Y1 - 2007
N2 - Retrieval of multimedia data is different from retrieval of structured data. A key problem in multimedia databases is search, and the proposed solutions to the problem of multimedia information retrieval span a rather wide spectrum of topics outside the traditional database area, ranging from information retrieval and human–computer interaction to computer vision and pattern recognition. Based on more than 10 years of teaching experience, Blanken and his coeditors have assembled all the topics that should be covered in advanced undergraduate or graduate courses on multimedia retrieval and multimedia databases. The single chapters of this textbook explain the general architecture of multimedia information retrieval systems; various metadata languages like Dublin Core, RDF, or MPEG; pattern recognition through Markov models, unsupervised learning, and pattern clustering; various indexing approaches to audio and video streams; interaction and control; the protection of content and user privacy; and search effectiveness and efficiency. The authors emphasize high-level features and show how these features are used in mathematical models to support the retrieval process. For each chapter, there’s detail on further reading, and additional exercises and teaching material is available online.
AB - Retrieval of multimedia data is different from retrieval of structured data. A key problem in multimedia databases is search, and the proposed solutions to the problem of multimedia information retrieval span a rather wide spectrum of topics outside the traditional database area, ranging from information retrieval and human–computer interaction to computer vision and pattern recognition. Based on more than 10 years of teaching experience, Blanken and his coeditors have assembled all the topics that should be covered in advanced undergraduate or graduate courses on multimedia retrieval and multimedia databases. The single chapters of this textbook explain the general architecture of multimedia information retrieval systems; various metadata languages like Dublin Core, RDF, or MPEG; pattern recognition through Markov models, unsupervised learning, and pattern clustering; various indexing approaches to audio and video streams; interaction and control; the protection of content and user privacy; and search effectiveness and efficiency. The authors emphasize high-level features and show how these features are used in mathematical models to support the retrieval process. For each chapter, there’s detail on further reading, and additional exercises and teaching material is available online.
KW - METIS-241800
KW - Video Indexing
KW - DB-MMR: MULTIMEDIA RETRIEVAL
KW - CR-I.4
KW - CR-H.5
KW - CR-H.3
KW - EWI-10807
KW - Pattern Recognition
KW - Speech Indexing
KW - Video Retrieval
KW - Digital Rights Management
KW - Multimedia Retrieval
KW - Image Processing
KW - Image Data
KW - Audio Data
KW - IR-61862
U2 - 10.1007/978-3-540-72895-5
DO - 10.1007/978-3-540-72895-5
M3 - Book editing
SN - 978-3-540-72894-8
T3 - Data-Centric Systems and Applications
BT - Multimedia Retrieval
PB - Springer
CY - Berlin
ER -