DocumentCode
3586405
Title
Ring Projection Transforms by using CUDA implementation for recognizing objects in automation system
Author
Sang-hyeob Song ; Seong-muk Kang ; Hyeong-jun Cho ; Jun-dong Cho
Author_Institution
Coll. of Inf. & Commun. Eng., Sungkyunkwan Univ., Suwon, South Korea
fYear
2014
Firstpage
188
Lastpage
189
Abstract
This paper presents a Ring Projection Transforms (RPT) for recognizing object in robot manufacturing automation system. Our proposed method is based on CUDA (Compute Unified Device Architecture), which is a kind of GPGPU (General-Purpose computing on Graphics Processing Units). Compared with the conventional method without utilizing CUDA, our method achieves better performance in terms of processing time. The experimental validation indicates that our proposed method is faster about 35 times and reliable for recognizing object in real-time automation system.
Keywords
graphics processing units; image recognition; parallel architectures; robot vision; transforms; CUDA implementation; GPGPU; RPT; compute unified device architecture; general-purpose computing-on-graphics processing units; object recognition; ring projection transforms; robot manufacturing automation system; Automation; Instruction sets; Periodic structures; Programming; Reliability; CUDA; GPGPU; RPT; Recognition; Ring Projection Transforms; Template Matching; Vision;
fLanguage
English
Publisher
ieee
Conference_Titel
SoC Design Conference (ISOCC), 2014 International
Type
conf
DOI
10.1109/ISOCC.2014.7087689
Filename
7087689
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