1 October 2005 Novel dense matching algorithm with Voronoi decomposition of images
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Abstract
A novel dense stereo matching algorithm based on propagation within a Voronoi decomposition of the image plane is proposed. A weighted sum of squared differences is developed as the cost function. The size of the window is adaptive; it is set in inverse proportion to the texture density inside it for reliable propagation. A simple way to detect possible areas of depth discontinuities is developed to determine the search regions. A significant merit of the algorithm is that it can be applied to a wide variety of images, including those with large disparities, with or without rectification. It has been verified on real images, with satisfactory results.
© (2005) Society of Photo-Optical Instrumentation Engineers (SPIE)
Li Tang, Li Tang, Chengke Wu, Chengke Wu, Hung Tat Tsui, Hung Tat Tsui, } "Novel dense matching algorithm with Voronoi decomposition of images," Optical Engineering 44(10), 107201 (1 October 2005). https://doi.org/10.1117/1.2077127 . Submission:
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