Academic Press Library in Signal Processing, Vol. 4 : Image, Video Processing and Analysis, Hardware, Audio, Acoustic and Speech Processing

 

 by :

 Rama Chellappa, Sergios Theodoridis, Ankur Srivastava, Patrick A. Naylor (Edit)

 Press :

 Academic Press

 Year :

 2014

 Binding :

 Hardback

 ISBN (13) :

 9780123965011

 ISBN (10) :

 0123965012

 Pages :

 1072

 Size :

 20 x 24

 Price :

 $ 225.00

 

 

 

Overview

Key Features

 

  • Quick tutorial reviews of important and emerging topics of research in array and statistical signal processing
  • Presents core principles and shows their application
  • Reference content on core principles, technologies, algorithms and applications
  • Comprehensive references to journal articles and other literature on which to build further, more specific and detailed knowledge
  • Edited by leading people in the field who, through their reputation, have been able to commission experts to write on a particular topic

Description

This third 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 array and statistical signal 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

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


 * ǻ ֽϴ.