DocumentCode
3326373
Title
Real-time binary shape matching system based on FPGA
Author
Kim, Dongkyun ; Jin, Seunghun ; Nguyen, Dung Duc ; Jeon, Jae Wook
Author_Institution
Sch. of Inf. & Commun. Eng., Sungkyunkwan Univ., Suwon
fYear
2009
fDate
22-25 Feb. 2009
Firstpage
1194
Lastpage
1199
Abstract
In this paper, we propose a simple binary shape matching algorithm and its hardware implementation. A shape matching algorithm is a method to measure the similarity of objects in an image. This technology is generally used in image retrieval, inspection, and object detection. The proposed method uses a transformation matrix that handles translation, rotation, and scaling. With a combined transformation matrix, we can easily obtain the transformed image and compare with this transform image and pattern image. After examination of the basic algorithm, we consider the hardware perspective. We analyze the difference between the software and hardware implementations and present revision factors for hardware implementation. Finally, we propose a dedicated hardware binary matching system. It is implemented on a field programmable gate array (FPGA) using the VHSIC hardware description language (VHD). The implementation is evaluated using experimental result and a device utilization summary.
Keywords
field programmable gate arrays; hardware description languages; image matching; FPGA; VHSIC hardware description language; field programmable gate array; image retrieval; inspection; object detection; real-time binary shape matching system; transformation matrix; Biomimetics; Field programmable gate arrays; Hardware; Image retrieval; Inspection; Pattern matching; Pattern recognition; Real time systems; Robots; Shape measurement; FPGA; Shape Matching; VHDL;
fLanguage
English
Publisher
ieee
Conference_Titel
Robotics and Biomimetics, 2008. ROBIO 2008. IEEE International Conference on
Conference_Location
Bangkok
Print_ISBN
978-1-4244-2678-2
Electronic_ISBN
978-1-4244-2679-9
Type
conf
DOI
10.1109/ROBIO.2009.4913170
Filename
4913170
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