Motion Analysis and Image Sequence Processing (The Springer International Series in Engineering and Computer Science, 220)

ISBN 10: 0792393295 / ISBN 13: 9780792393290

Published by Springer, 1993

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Bibliographic Details

• Title: Motion Analysis and Image Sequence Processing (The Springer International Series in Engineering and Computer Science, 220)
• Publisher: Springer
• Publication Date: 1993
• Language: English
• ISBN 10: 0792393295
• ISBN 13: 9780792393290
• Binding: Hardcover
• Condition: New

About this title

Synopsis

An image or video sequence is a series of two-dimensional (2-D) images sequen­ tially ordered in time. Image sequences can be acquired, for instance, by video, motion picture, X-ray, or acoustic cameras, or they can be synthetically gen­ erated by sequentially ordering 2-D still images as in computer graphics and animation. The use of image sequences in areas such as entertainment, visual communications, multimedia, education, medicine, surveillance, remote control, and scientific research is constantly growing as the use of television and video systems are becoming more and more common. The boosted interest in digital video for both consumer and professional products, along with the availability of fast processors and memory at reasonable costs, has been a major driving force behind this growth. Before we elaborate on the two major terms that appear in the title of this book, namely motion analysis and image sequence processing, we like to place them in their proper contexts within the range of possible operations that involve image sequences. In this book, we choose to classify these operations into three major categories, namely (i) image sequence processing, (ii) image sequence analysis, and (iii) visualization. The interrelationship among these three categories is pictorially described in Figure 1 below in the form of an "image sequence triangle".

Synopsis

The range of applications in the area of motion analysis and image sequence processing is expanding with the steady increase in the use of video and television systems in a variety of different fields. A consequence of this expansion is the increased interest in research in this area. This text brings together the fundamentals of various aspects of image sequence processing, as well as the most recent developments and applications. An image sequence is a series of two-dimensional images that are sequentially ordered in time. The importance of motion analysis and image sequence processing is due to two major factors. First, the information that needs to be obtained from the sequence may be inherently time-dependent. Second, in some applications it may be advantageous to consider the processing of a sequence of images instead of individual images. This text contains a rigorous discussion of recent fundamental developments, as well as applications of motion estimation and image sequence processing.

It should be a useful reference source for engineers, industrial and academic research scientists, graduate students and faculty who are either already active in research in the field, or planning to pursue research in one or more aspects of image sequence processing. This book can be used as the textbook in an advanced level course and as a reference.