Spatio-Temporal Image Processing [electronic resource] : Theory and Scientific Applications / edited by Bernd Jähne.Material type: TextLanguage: English Series: Lecture Notes in Computer Science: 751Publisher: Berlin, Heidelberg : Springer Berlin Heidelberg, 1993Description: XIV, 214 p. online resourceContent type: text Media type: computer Carrier type: online resourceISBN: 9783540481454Subject(s): Physical geography | Software engineering | Optical pattern recognition | Computer aided design | Geosciences | Computer Applications in Geosciences | Pattern Recognition | Systems and Information Theory in Engineering | Software Engineering/Programming and Operating Systems | Computer-Aided Engineering (CAD, CAE) and Design | Geophysics/GeodesyAdditional physical formats: Printed edition:: No titleOnline resources: Click here to access online
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.
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.