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JOURNALS // Proceedings of the Institute for System Programming of the RAS // Archive

Proceedings of ISP RAS, 2015 Volume 27, Issue 3, Pages 379–388 (Mi tisp159)

Acceleration of profile creation for three-dimensional vector video with GPGPU

A. Tsyganov

Samara State Technical University

Abstract: In the report the optimization of image similarity metric computation method for three dimensional vector video with general-purpose computations on graphical processor unit (GPGPU) is discussed. The use of stream processors in graphics accelerators and Compute Unified Device Architecture (CUDA) platform allows significant performance gain in comparison to calculations on general-purpose processors, while solving problems of computer vision and image similarity determination. The performance of the GPGPU metric value computation is measured and researched.

Keywords: three-dimensional video, graphical processor unit, computer vision, metrics, key points.

Language: English

DOI: 10.15514/ISPRAS-2015-27(3)-27



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