Multimedia Content Analysis

  • Jens Ohm

Part of the Signals and Communication Technology book series (SCT)

Table of contents

  1. Front Matter
    Pages i-x
  2. Jens-Rainer Ohm
    Pages 1-8
  3. Jens-Rainer Ohm
    Pages 9-50
  4. Jens-Rainer Ohm
    Pages 51-86
  5. Jens-Rainer Ohm
    Pages 87-222
  6. Jens-Rainer Ohm
    Pages 223-294
  7. Jens-Rainer Ohm
    Pages 295-332
  8. Jens-Rainer Ohm
    Pages 333-366
  9. Back Matter
    Pages 367-417

About this book

Introduction

This textbook covers the theoretical backgrounds and practical aspects of image, video and audio feature expression, e.g., color, texture, edge, shape, salient point and area, motion, 3D structure, audio/sound in time, frequency and cepstral domains, structure and melody. Up-to-date algorithms for estimation, search, classification and compact expression of feature data are described in detail. Concepts of signal decomposition (such as segmentation, source tracking and separation), as well as composition, mixing, effects, and rendering, are discussed. Numerous figures and examples help to illustrate the aspects covered. The book was developed on the basis of a graduate-level university course, and most chapters are supplemented by problem-solving exercises. The book is also a self-contained introduction both for researchers and developers of multimedia content analysis systems in industry.  

Keywords

Audio, Image and Video Feature Extraction Multimedia Signal Processing Multimodal Signal Analysis Signal and Parameter Estimation Feature Transformation and Representation Feature Based Retrieval and Classification Multimedia Signal Segmentation and Source Separation Multimedia Signal composition and Rendering

Authors and affiliations

  • Jens Ohm
    • 1
  1. 1.Institut für NachrichtentechnikAachenGermany

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-662-52828-0
  • Copyright Information Springer-Verlag Berlin Heidelberg 2016
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Engineering
  • Print ISBN 978-3-662-52826-6
  • Online ISBN 978-3-662-52828-0
  • Series Print ISSN 1860-4862
  • Series Online ISSN 1860-4870
  • About this book
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