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

ISBN-13: 9780123965011 / Angielski / Twarda / 2013 / 1088 str.

Sergios Theodoridis

Opis

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

• Quick tutorial reviews of important and emerging topics of research in Image, Video Processing and Analysis, Hardware, Audio, Acoustic and Speech 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

Spis treści

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

O autorze

Sergios Theodoridis acquired a Physics degree with honors from the University of Athens, Greece in 1973 and a MSc and a Ph.D. degree in Signal Processing and Communications from the University of Birmingham, UK in 1975 and 1978 respectively. Since 1995 he has been a Professor with the Department of Informatics and Communications at the University of Athens. Prof. Rama Chellappa received the B.E. (Hons.) degree from the University of Madras, India, in 1975 and the M.E. (Distinction) degree from Indian Institute of Science, Bangalore, in 1977. He received M.S.E.E. and Ph.D. Degrees in Electrical Engineering from Purdue University, West Lafayette, IN, in 1978 and 1981 respectively. Since 1991, he has been a Professor of Electrical Engineering and an affiliate Professor of Computer Science at University of Maryland, College Park. He is also affiliated with the Center for Automation Research (Director) and the Institute for Advanced Computer Studies (Permanent Member). In 2005, he was named a Minta Martin Professor of Engineering. Prior to joining the University of Maryland, he was an Assistant (1981-1986) and Associate Professor (1986-1991) and Director of the Signal and Image Processing Institute (1988-1990) at University of Southern California, Los Angeles.
Over the last 29 years, he has published numerous book chapters, peer-reviewed journal and conference papers. He has co-authored and edited books on MRFs, face and gait recognition and collected works on image processing and analysis. His current research interests are face and gait analysis, markerless motion capture, 3D modeling from video, image and video-based recognition and exploitation and hyper spectral processing.