Real-time binary shape matching system based on FPGA

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

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.

Original languageEnglish
Title of host publication2008 IEEE International Conference on Robotics and Biomimetics, ROBIO 2008
PublisherIEEE Computer Society
Pages1194-1199
Number of pages6
ISBN (Print)9781424426799
DOIs
StatePublished - 2009
Event2008 IEEE International Conference on Robotics and Biomimetics, ROBIO 2008 - Bangkok, Thailand
Duration: 21 Feb 200926 Feb 2009

Publication series

Name2008 IEEE International Conference on Robotics and Biomimetics, ROBIO 2008

Conference

Conference2008 IEEE International Conference on Robotics and Biomimetics, ROBIO 2008
Country/TerritoryThailand
CityBangkok
Period21/02/0926/02/09

Keywords

  • FPGA
  • Shape matching
  • VHDL

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