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 applicationAscertain how a topic relates to other areas and learn of the research issues yet to be resolved

Quick tutorial reviews of important and emerging topics of research in Image, Video Processing and Analysis, Hardware, Audio, Acoustic and Speech ProcessingPresents core principles and shows their applicationReference 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 knowledgeEdited by leading people in the field who, through their reputation, have been able to commission experts to write on a particular topic

CHAPTER 1 Digital Imaging: Capture, Display, Restoration, and Enhancement

CHAPTER 2 Image Quality in Consumer Digital Cameras

CHAPTER 3 Image and Document Capture—State-of-the-Art and a Glance into the Future

CHAPTER 4 Image Display—Mobile Imaging and Interactive Image Processing

CHAPTER 5 Image Display—Printing (Desktop, Commercial)

CHAPTER 6 Image Restoration: Fundamentals of Image Restoration

CHAPTER 7 Iterative Methods for Image Restoration

CHAPTER 8 Image Processing at Your Fingertips: The New Horizon of Mobile Imaging

CHAPTER 9 Image Analysis and Recognition

CHAPTER 10 Multi-Path Marginal Space Learning for Object Detection

CHAPTER 11 Markov Models and MCMC Algorithms in Image Processing

CHAPTER 12 Identifying Multivariate Imaging Patterns: Supervised, Semi-Supervised, and Unsupervised Learning Perspectives

CHAPTER 13 Video Processing—An Overview

CHAPTER 14 Foveated Image and Video Processing and Search

CHAPTER 15 Segmentation-Free Biometric Recognition Using Correlation Filters

CHAPTER 16 Dynamical Systems in Video Analysis

CHAPTER 17 Image-Based Rendering

CHAPTER 18 Activity Retrieval in Large Surveillance Videos

CHAPTER 19 Multi-Target Tracking in Video

CHAPTER 20 Compressive Sensing for Video Applications

CHAPTER 21 Virtual Vision for Camera Networks Research

CHAPTER 22 Introduction: Hardware and Software

CHAPTER 23 Distributed Smart Cameras for Distributed Computer Vision

CHAPTER 24 Mapping Parameterized Dataflow Graphs onto FPGA Platforms

CHAPTER 25 Distributed Estimation

CHAPTER 26 Introduction to Audio Signal Processing

CHAPTER 27 Music Signal Processing

CHAPTER 28 Perceptual Audio Coding

CHAPTER 29 Introduction to Acoustic Signal Processing

CHAPTER 30 Acoustic Echo Control

CHAPTER 31 Dereverberation

CHAPTER 32 Sound Field Synthesis

CHAPTER 33 Introduction to Speech Processing

CHAPTER 34 Speech Production Modeling and Analysis

CHAPTER 35 Enhancement