Parallel implementation of the multi-view image segmentation algorithm using the Hough transform
E. V. Goshinab, A. P. Kotovb
a Image Processing Systems Institute of the RAS - Branch of the FSRC "Crystallography and Photonics" RAS, Samara, Russia
b Samara National Research University, Samara, Russia
We report on the parallel implementation of a multi-view image segmentation algorithm via segmenting the corresponding three-dimensional scene. The algorithm includes the reconstruction of a three-dimensional scene model in the form of a point cloud, and the segmentation of the resulting point cloud in three-dimensional space using the Hough space. The developed parallel algorithm was implemented on graphics processing units using CUDA technology. Experiments were performed to evaluate the speedup and efficiency of the proposed algorithm. The developed parallel program was tested on modelled scenes.
segmentation; three-dimensional model; Hough transform; CUDA.
|Russian Foundation for Basic Research
|The work was partially funded by the Russian Foundation for Basic Research grants (#16-07-00729 a, #17-29-03112 ofi_m and # 16-29-09528 ofi_m).
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E. V. Goshin, A. P. Kotov, “Parallel implementation of the multi-view image segmentation algorithm using the Hough transform”, Computer Optics, 41:4 (2017), 588–591
Citation in format AMSBIB
\by E.~V.~Goshin, A.~P.~Kotov
\paper Parallel implementation of the multi-view image segmentation algorithm using the Hough transform
\jour Computer Optics
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