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Motion estimation based on the energy flow. (English) Zbl 1038.94504

Summary: By taking pixels of image sequences as moving gas molecules, a novel concept, image temperature, is proposed to describe the natural property of the image motion. The idea comes from the revelation of the Maxwell-Boltzmann distribution law in gas dynamic theories. Furthermore, another concept of energy flow corresponding to the optical flow is developed, and the method of the energy flow equation (EFE) is established to estimate image motion. The experiment indicates a better performance of the proposed EFE scheme with significantly reduced false motion estimates when compared to the traditional optical flow equation.

MSC:

94A08 Image processing (compression, reconstruction, etc.) in information and communication theory
76N15 Gas dynamics (general theory)
68U10 Computing methodologies for image processing
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