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3D-scenes enhancement based upon adaptive construction of disparity maps using RBF-networks


D.P. Sincha, P.A. Kazantsev

This paper describes a method for dense disparity maps generation using window of dense correlation, which size was adaptively chosen basing upon approximate disparity values. Approximate disparity values were obtained by inscribing RBF-surfaces into clusters of reference points of the image. Method was tested on the variety of real stereoscopic pairs and yields significant increase in quality of resulting disparity maps.

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