Title :
Effective object recognition based on CUDA
Author :
Seung-ho Kim;Hyeong-jun Cho;Won-jong Yoon;Zhongyun Yuan;Jun-dong Cho
Author_Institution :
College of Information and Communication Engineering, Sungkyunkwan University, Suwon, Korea
Abstract :
In this paper, we presents a technique for recognizing object in robot manufacturing automation system with block matching algorithm that is simple to implement, but slow. To reduce the processing time of block matching algorithm, we propose an object recognition with GPGPU model. As experimental validation indicates, our scheme achieved a better performance in terms of processing time compared with the existing method.
Keywords :
"Graphics processing units","Object recognition","Robots","Automation","Mathematical model","Standards"
Conference_Titel :
SoC Design Conference (ISOCC), 2015 International
DOI :
10.1109/ISOCC.2015.7401767