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Parallel computations by GPU for displacement vectors fields construction

Authors :
P. S. Lyubutin
Source :
PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON PHYSICAL MESOMECHANICS. MATERIALS WITH MULTILEVEL HIERARCHICAL STRUCTURE AND INTELLIGENT MANUFACTURING TECHNOLOGY.
Publication Year :
2020
Publisher :
AIP Publishing, 2020.

Abstract

The paper presents the recursive-search based algorithm f determining the displacements of surface patch (optical flow) to be applied on GPU utilizing the parallel computations principle. OpenCL computing language is used to implement the parallel computations algorithm which is focused on application on AMD Radeon GPUs. The results of testing of the proposed algorithm show the multiple decreases the time of displacement vector field construction while maintaining the accuracy and robustness.

Details

ISSN :
0094243X
Database :
OpenAIRE
Journal :
PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON PHYSICAL MESOMECHANICS. MATERIALS WITH MULTILEVEL HIERARCHICAL STRUCTURE AND INTELLIGENT MANUFACTURING TECHNOLOGY
Accession number :
edsair.doi...........41cc7a868535451a416b757dbbb161dc
Full Text :
https://doi.org/10.1063/5.0034199