Overview

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.

Full Product Details

Author:   M. Ibrahim Sezan ,  Reginald L. Lagendijk
Publisher:   Springer
Imprint:   Springer
Edition:   1993 ed.
Volume:   220
Dimensions:   Width: 15.50cm , Height: 2.80cm , Length: 23.50cm
Weight:   1.980kg
ISBN:  

9780792393290

ISBN 10:   0792393295
Pages:   489
Publication Date:   31 March 1993
Audience:   College/higher education ,  Professional and scholarly ,  Postgraduate, Research & Scholarly ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Active
Availability:   In Print  
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Table of Contents

1 Hierarchical Model-Based Motion Estimation.- 2 An Estimation Theoretic Perspective on Image Processing and the Calculation of Optical Flow.- 3 Estimation of 2-D Motion Fields from Image Sequences with Application to Motion-Compensated Processing.- 4 Edge-Based 3-D Camera Motion Estimation with Application to Video Coding.- 5 Motion Compensation: Visual Aspects, Accuracy and Fundamental Limits.- 6 Motion Field Estimators and Their Application to Image Interpolation.- 7 Subsampling of Digital Image Sequences Using Motion Information.- 8 Image Sequence Coding Using Motion-Compensated Subband Decomposition.- 9 Vector Quantization for Video Data Compression.- 10 Model-Based Image Sequence Coding.- 11 Human Facial Motion Analysis and Synthesis with Applications to Model-Based Coding.- 12 Motion Compensated Spatiotemporal Kaiman Filter.- 13 Multiframe Wiener Restoration of Image Sequences.- 14 3-D Median Structures for Image Sequence Filtering and Coding.- 15 Video Compression for Digital ATV Systems.

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