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Full Description
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
Contents
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
