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Green Image
Issue No. 04 - April (1987 vol. 9)
ISSN: 0162-8828
pp: 578-584
R. J. Schalkoff , Department of Electrical and Computer Engineering, Clemson University, Clemson, SC 29631.
ABSTRACT
Basic research into the modeling and analysis of image sequence dynamics is presented. A distributed parameter system (DPS) framework and the concept of weak solutions are used to develop image motion estimation algorithms. These algorithms represent a region-oriented (as opposed to point-by-point) approach to image motion analysis which is theoretically justifiable, computationally advantageous, and leads to interesting extensions. Particularly noteworthy is the use of weak solution-based motion features to obtain static image structural information and multiple object motion estimates. Experimental results confirm the validity and accuracy of the approach. Future research topics are described.
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CITATION

R. J. Schalkoff, "Dynamic Imagery Modeling and Motion Estimation Using Weak Formulations," in IEEE Transactions on Pattern Analysis & Machine Intelligence, vol. 9, no. , pp. 578-584, 1987.
doi:10.1109/TPAMI.1987.4767945
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