Spatio-Temporal Image Processing: Theory and Scientific Applications

Overview

Image sequence processing is becoming a tremendous tool to analyze spatio-temporal data in all areas of natural science. It is the key to studythe dynamics of of complex scientific phenomena. Methods from computer science and the field of application are merged establishing new interdisciplinary research areas.
This monograph emerged from scientific applications and thus is an example for such an interdisciplinaryapproach. It is addressed both to computer scientists and to ...

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Paperback (1993)
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Overview

Image sequence processing is becoming a tremendous tool to analyze spatio-temporal data in all areas of natural science. It is the key to studythe dynamics of of complex scientific phenomena. Methods from computer science and the field of application are merged establishing new interdisciplinary research areas.
This monograph emerged from scientific applications and thus is an example for such an interdisciplinaryapproach. It is addressed both to computer scientists and to researchers from other fields who are applying methods of computer vision. The results presented are mostly from environmental physics (oceanography) but they will be illuminating and helpful for researchers applying similar methods in other areas.

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Product Details

  • ISBN-13: 9783540574187
  • Publisher: Springer Berlin Heidelberg
  • Publication date: 12/16/1993
  • Series: Lecture Notes in Computer Science Series, #751
  • Edition description: 1993
  • Edition number: 1
  • Pages: 214
  • Product dimensions: 0.48 (w) x 6.14 (h) x 9.21 (d)

Table of Contents

and overview.- Image sequence acquisition.- Kinematics and dynamics of motion.- Motion in space-time images.- Fourier transform methods.- Differential methods.- Quadrature filter set methods.- Tensor methods.- Correlation methods.- Phase methods.- Implementation.- Experimental results.

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