alexa Abstract | IMPLEMENTATION OF DISTRIBUTED CANNY EDGE DETECTOR ON FPGA
ISSN ONLINE(2319-8753)PRINT(2347-6710)

International Journal of Innovative Research in Science, Engineering and Technology
Open Access

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Research Article Open Access

Abstract

Edge detection is one of the basic operation carried out in image processing and object identification.In this paper, we present a distributed Canny edge detection algorithm that results in significantly reduced memory requirements, decreased latency and increased throughput with no loss in edge detection performance as compared to the original Canny algorithm. The new algorithm uses a low-complexity 8-bin non-uniform gradient magnitude histogram to compute block-based hysteresis thresholds that are used by the Canny edge detector. Furthermore, an FPGA-based hardware architecture of our proposed algorithm is presented in this paper and the architecture is synthesized on the Xilinx Spartan-3E FPGA. Simulation results are presented to illustrate the performance of the proposed distributed Canny edge detector. The FPGA simulation results show that we can process a 512×512 image in 0.287ms at a clock rate of 100 MHz.

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Author(s): T. Rupalatha, Mr.C.Leelamohan, Mrs.M.Sreelakshmi

Keywords

Canny Edge detector, Distributed Processing, Non-uniform quantization, FPGA., Aerospace Engineering,Applied Electronics,Applied Sciences,Biochemistry,Biomedical Engineering,Botany,Fluid Dynamics.

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