Academic Press Library in Signal Processing book cover

Academic Press Library in Signal Processing

Image, Video Processing and Analysis, Hardware, Audio, Acoustic and Speech Processing

This fourth volume, edited and authored by world leading experts, gives a review of the principles, methods and techniques of important and emerging research topics and technologies in Image, Video Processing and Analysis, Hardware,  Audio, Acoustic and Speech Processing.

With this reference source you will:

  • Quickly grasp a new area of research 
  • Understand the underlying principles of a topic and its application
  • Ascertain how a topic relates to other areas and learn of the research issues yet to be resolved

Audience

PhD students

Post Docs

R&D engineers in signal processing and wireless and mobile communications

Consultants

,

Published: September 2013

Imprint: Academic Press

ISBN: 978-0-12-397225-5

Contents

  • CHAPTER 1 Digital Imaging: Capture, Display, Restoration, and Enhancement- H. Joel Trussell
    CHAPTER 2 Image Quality in Consumer Digital Cameras- Bruce H. Pillman and James E. Adams, Jr.
    CHAPTER 3 Image and Document Capture-State-of-the-Art and a Glance into the Future- Kathrin Berkner
    CHAPTER 4 Image Display-Mobile Imaging and Interactive Image Processing- Oscar C. Au and Lu Fang
    CHAPTER 5 Image Display-Printing (Desktop, Commercial)- Philipp Urban, Simon Stahl and Edgar Dörsam
    CHAPTER 6 Image Restoration: Fundamentals of Image Restoration- Stanley J. Reeves
    CHAPTER 7 Iterative Methods for Image Restoration- Sebastian Berisha and James G. Nagy
    CHAPTER 8 Image Processing at Your Fingertips: The New Horizon of Mobile Imaging- Xin Li
    CHAPTER 9 Image Analysis and Recognition- Anuj Srivastava
    CHAPTER 10 Multi-Path Marginal Space Learning for Object Detection- Adrian Barbu
    CHAPTER 11 Markov Models and MCMC Algorithms in Image Processing- Xavier Descombes
    CHAPTER 12 Identifying Multivariate Imaging Patterns: Supervised, Semi-Supervised, and Unsupervised Learning Perspectives- Roman Filipovych, Bilwaj Gaonkar and Christos Davatzikos
    CHAPTER 13 Video Processing-An Overview- Amit K. Roy-Chowdhury
    CHAPTER 14 Foveated Image and Video Processing and Search- Andrew Floren and Alan C. Bovik
    CHAPTER 15 Segmentation-Free Biometric Recognition Using Correlation Filters- Andres Rodriguez and B.V.K. Vijaya Kumar
    CHAPTER 16 Dynamical Systems in Video Analysis- Gianfranco Doretto, Avinash Ravichandran, René Vidal and Stefano Soatto
    CHAPTER 17 Image-Based Rendering- Yao-Jen Chang and Tsuhan Chen
    CHAPTER 18 Activity Retrieval in Large Surveillance Videos- Greg Castanon, Pierre-Marc Jodoin, Venkatesh Saligrama and Andre Caron
    CHAPTER 19 Multi-Target Tracking in Video- Fabio Poiesi and Andrea Cavallaro
    CHAPTER 20 Compressive Sensing for Video Applications- Ashok Veeraraghavan, Aswin C. Sankaranarayanan and Richard G. Baraniuk
    CHAPTER 21 Virtual Vision for Camera Networks Research- Faisal Z. Qureshi and Demetri Terzopoulos
    CHAPTER 22 Introduction: Hardware and Software- Ankur Srivastava
    CHAPTER 23 Distributed Smart Cameras for Distributed Computer Vision- Marilyn Wolf and Jason Schlessan
    CHAPTER 24 Mapping Parameterized Dataflow Graphs onto FPGA Platforms- Hsiang-Huang Wu, Chung-Ching Shen, Hojin Kee, Nimish Sane, William Plishker and Shuvra S. Bhattacharyya
    CHAPTER 25 Distributed Estimation- Yuzhe Xu, Vijay Gupta and Carlo Fischione
    CHAPTER 26 Introduction to Audio Signal Processing- Patrick A. Naylor
    CHAPTER 27 Music Signal Processing- Meinard Müller and Anssi Klapuri
    CHAPTER 28 Perceptual Audio Coding- Jürgen Herre and Sascha Disch
    CHAPTER 29 Introduction to Acoustic Signal Processing- Patrick A. Naylor
    CHAPTER 30 Acoustic Echo Control- Gerald Enzner, Herbert Buchner, Alexis Favrot and Fabian Kuech
    CHAPTER 31 Dereverberation- Patrick A. Naylor
    CHAPTER 32 Sound Field Synthesis- Rudolf Rabenstein, Sascha Spors and Jens Ahrens
    CHAPTER 33 Introduction to Speech Processing- Patrick A. Naylor
    CHAPTER 34 Speech Production Modeling and Analysis- Jon Gudnason
    CHAPTER 35 Enhancement- Mike Brookes and Nikolay D. Gaubitch

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