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
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;
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
DOI :
10.1109/ROBIO.2009.4913170