UID:
almahu_9949199417602882
Format:
XVI, 440 p.
,
online resource.
Edition:
1st ed. 1981.
ISBN:
9783642870378
Series Statement:
Springer Series in Information Sciences, 5
Content:
The processing of image sequences has a broad spectrum of important applica tions including target tracking, robot navigation, bandwidth compression of TV conferencing video signals, studying the motion of biological cells using microcinematography, cloud tracking, and highway traffic monitoring. Image sequence processing involves a large amount of data. However, because of the progress in computer, LSI, and VLSI technologies, we have now reached a stage when many useful processing tasks can be done in a reasonable amount of time. As a result, research and development activities in image sequence analysis have recently been growing at a rapid pace. An IEEE Computer Society Workshop on Computer Analysis of Time-Varying Imagery was held in Philadelphia, April 5-6, 1979. A related special issue of the IEEE Transactions on Pattern Anal ysis and Machine Intelligence was published in November 1980. The IEEE Com puter magazine has also published a special issue on the subject in 1981. The purpose of this book is to survey the field of image sequence analysis and to discuss in depth a number of important selected topics. The seven chap ters fall into two categories. Chapters 2, 3, and 7 are comprehensive surveys on, respectively, the whole field of image sequence analysis, efficient coding of image sequences, and the processing of medical image sequences. In Chapters 1, 4, 5, and 6 the authors present mainly results of their own research on, respectively, motion estimation, noise reduction in image sequences, moving object extraction, and occlusion.
Note:
I Introduction and Survey -- 1. Image Sequence Analysis: Motion Estimation -- 2. Image Sequence Analysis: What Can We Learn from Applications? -- II Image Sequence Coding, Enhancement, and Segmentation -- 3. Image Sequence Coding -- 4. Image Sequence Erihaneement -- 5. Image Region Extraction of Moving Objects -- 6. Analyzing Dynamic Scenes Containing Multiple Moving Objects -- III Medical Applications -- 7. Processing of Medical Image Sequences -- Additional References.
In:
Springer Nature eBook
Additional Edition:
Printed edition: ISBN 9783642870392
Additional Edition:
Printed edition: ISBN 9783540109198
Additional Edition:
Printed edition: ISBN 9783642870385
Language:
English
DOI:
10.1007/978-3-642-87037-8
URL:
https://doi.org/10.1007/978-3-642-87037-8
