Title :
An FPGA-based motion-vision integrated system for real-time machine vision applications
Author :
Jin, Seunghun ; Kim, Dongkyun ; Song, Taehoun ; Le, Quy Ngoc ; Jeon, Jae Wook
Author_Institution :
Sungkyunkwan Univ., Suwon, South Korea
Abstract :
Intelligent industrial robots must respond rapidly to environmental stimuli, and therefore the integration and real-time processing of motion-vision functions are of utmost importance. Robot decision making and motion control are commonly based on visual information in industrial machine vision applications. However, conventional processors are inadequate for such real-time processing since they are not designed primarily to perform repetitive operations on a large amount of data. In this paper, we propose a new embedded system that performs motion-vision functions in real-time using a dedicated, integrated processor. By employing both conventional and a dedicated processor, we were able to design a motion-vision integrated system that is both efficient and versatile.
Keywords :
embedded systems; field programmable gate arrays; industrial robots; intelligent robots; motion control; robot vision; FPGA-based motion-vision integrated system; embedded system; industrial machine vision; intelligent industrial robots; motion control; motion-vision functions; real-time machine vision; robot decision making; visual information; Decision making; Electrical equipment industry; Industrial control; Intelligent robots; Machine intelligence; Machine vision; Motion control; Real time systems; Robot vision systems; Service robots;
Conference_Titel :
Industrial Electronics, 2009. ISIE 2009. IEEE International Symposium on
Conference_Location :
Seoul
Print_ISBN :
978-1-4244-4347-5
Electronic_ISBN :
978-1-4244-4349-9
DOI :
10.1109/ISIE.2009.5218259