| Description |
1 online resource (xv, 313 pages) : illustrations (some color) |
| Contents |
Analysis and Retrieval Techniques for Music Data -- Fundamentals on Music and Audio Data -- Pitch- and Chroma-Based Audio Features -- Dynamic Time Warping -- Music Synchronization -- Audio Matching -- Audio Structure Analysis -- SyncPlayer: An Advanced Audio Player -- Analysis and Retrieval Techniques for Motion Data -- Fundamentals on Motion Capture Data -- DTW-Based Motion Comparison and Retrieval -- Relational Features and Adaptive Segmentation -- Index-Based Motion Retrieval -- Motion Templates -- MT-Based Motion Annotation and Retrieval |
| Summary |
"Meinard Muller details concepts and algorithms for robust and efficient information retrieval by means of two different types of multimedia data: waveform-based music data and human motion data. In Part I, he discusses in depth several approaches in music information retrieval, in particular general strategies as well as efficient algorithms for music synchronization, audio matching, and audio structure analysis. He also shows how the analysis results can be used in an advanced audio player to facilitate additional retrieval and browsing functionality. In Part II, he introduces a general and unified framework for motion analysis, retrieval, and classification, highlighting the design of suitable features, the notion of similarity used to compare data streams, and data organization. The detailed chapters at the beginning of each part give consideration to the interdisciplinary character of this field, covering information science, digital signal processing, audio engineering musicology, and computer graphics."--Jacket |
| Bibliography |
Includes bibliographical references (pages 297-308) and index |
| Notes |
English |
|
Print version record |
| In |
Springer e-books |
| Subject |
Multimedia systems.
|
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Music -- Data processing.
|
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Human locomotion -- Data processing
|
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Multimedia systems.
|
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Music -- Data processing.
|
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Human locomotion -- Data processing.
|
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Computer Appl. in Arts and Humanities.
|
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Information Storage and Retrieval.
|
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Informatique.
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Human locomotion -- Data processing
|
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Multimedia systems
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Music -- Data processing
|
| Genre/Form |
Music
|
| Form |
Electronic book
|
| ISBN |
9783540740483 |
|
3540740481 |
|
9783540740476 |
|
3540740473 |
|
