Information Retrieval for Music and Motion / Edition 1

Information Retrieval for Music and Motion / Edition 1

by Meinard Muller
     
 

ISBN-10: 3540740473

ISBN-13: 9783540740476

Pub. Date: 11/14/2007

Publisher: Springer Berlin Heidelberg

Content-based multimedia retrieval is a challenging research field with many unsolved problems. This monograph details concepts and algorithms for robust and efficient information retrieval of two different types of multimedia data: waveform-based music data and human motion data. It first examines several approaches in music information retrieval, in

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Overview

Content-based multimedia retrieval is a challenging research field with many unsolved problems. This monograph details concepts and algorithms for robust and efficient information retrieval of two different types of multimedia data: waveform-based music data and human motion data. It first examines several approaches in music information retrieval, in particular general strategies as well as efficient algorithms. The book then 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.

Product Details

ISBN-13:
9783540740476
Publisher:
Springer Berlin Heidelberg
Publication date:
11/14/2007
Edition description:
2007
Pages:
318
Product dimensions:
6.30(w) x 9.30(h) x 0.70(d)

Table of 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.

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