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πŸ“

Motion Analysis and Image Sequence Processing

✍ Scribed by P. Anandan, J. R. Bergen, K. J. Hanna (auth.), M. Ibrahim Sezan, Reginald L. Lagendijk (eds.)


Publisher
Springer US
Year
1993
Tongue
English
Leaves
498
Series
The Springer International Series in Engineering and Computer Science 220
Edition
1
Category
Library

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✦ Synopsis


An image or video sequence is a series of two-dimensional (2-D) images sequenΒ­ 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 genΒ­ 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".

✦ Table of Contents


Front Matter....Pages i-xxi
Hierarchical Model-Based Motion Estimation....Pages 1-22
An Estimation Theoretic Perspective on Image Processing and the Calculation of Optical Flow....Pages 23-51
Estimation of 2-D Motion Fields from Image Sequences with Application to Motion-Compensated Processing....Pages 53-87
Edge Based 3-D Camera Motion Estimation with Application to Video Coding....Pages 89-123
Motion Compensation: Visual Aspects, Accuracy, and Fundamental Limits....Pages 125-152
Motion Field Estimators and their Application to Image Interpolation....Pages 153-187
Subsampling of Digital Image Sequences using Motion Information....Pages 189-223
Image Sequence Coding Using Motion Compensated Subband Decomposition....Pages 225-256
Vector Quantization for Video Data Compression....Pages 257-283
Model-Based Image Sequence Coding....Pages 285-315
Human Facial Motion Analysis and Synthesis with Application to Model-Based Coding....Pages 317-348
Motion Compensated Spatiotemporal Kalman Filter....Pages 349-373
Multiframe Wiener Restoration of Image Sequences....Pages 375-409
3-D Median Structures for Image Sequence Filtering and Coding....Pages 411-445
Video Compression for Digital Advanced Television Systems....Pages 447-481
Back Matter....Pages 483-489

✦ Subjects


Circuits and Systems; Signal, Image and Speech Processing; Electrical Engineering; Computer Imaging, Vision, Pattern Recognition and Graphics


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