DocumentCode :
3448221
Title :
Real-time component labeling and boundary tracing system based on FPGA
Author :
Kim, Dong Kyun ; Lee, Dae Ro ; Pham, Thien Cong ; Nguyen, Thuy Tuong ; Jeon, Jae Wook
Author_Institution :
Sch. of Inf. & Commun. Eng., Sungkyunkwan Univ., Suwon
fYear :
2007
fDate :
15-18 Dec. 2007
Firstpage :
189
Lastpage :
194
Abstract :
In order to analyze and recognize objects in binary images, two primary operations are required. First, component labeling is performed to identify objects with unique labels and to produce a labeled image. And boundary tracing is performed to form the ordered list of boundary position of object; which is a contour. These procedures are fundamental factors for image analysis. However, component labeling cannot be easily implemented in real-time because of the large size of image data and the high speed of image transition. In order to trace the object boundary every object´s location are required, so boundary tracing is dependent on the component labeling which can determine the location of all objects. Therefore, we combine these two procedures in one dedicated hardware system. This system comprises the labeling component and tracing component. The labeling component identifies objects and produces the labeled image. By using this labeled image, the tracing component traces the boundary of identified object. Thus, the performance and efficiency of the binary image application can be increased. The system is implemented in a field programmable gate array (FPGA) by using the VHSIC hardware description language (VHDL). Experimental results and device utilization summary are given for the evaluation.
Keywords :
field programmable gate arrays; hardware description languages; image processing; object recognition; FPGA; VHDL; VHSIC hardware description language; binary image analysis; boundary tracing system; field programmable gate array; object recognition; real-time component labeling; Field programmable gate arrays; Hardware; Image analysis; Image processing; Image recognition; Labeling; Performance analysis; Pixel; Real time systems; Shape; FPGA; VHDL; boundary tracing; component labeling; realtime image processing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Robotics and Biomimetics, 2007. ROBIO 2007. IEEE International Conference on
Conference_Location :
Sanya
Print_ISBN :
978-1-4244-1761-2
Electronic_ISBN :
978-1-4244-1758-2
Type :
conf
DOI :
10.1109/ROBIO.2007.4522158
Filename :
4522158
Link To Document :
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