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
Link To Document :
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