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Embedding System Modeling using the Canny Edge Detector

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Embedded-Modeling

Embedding System Modeling using the Canny Edge Detector. Modeled in SpecC.

Versions

  • canny.c : The original Canny Edge Detector by Mike Heath, with a bug fix of fixing a off-by-1 error in non_max_supp.
  • canny_testonly.cpp : Performance estimation of the Canny Edge Detector.
  • canny_v2.sc : Initial version in SpecC SLDL. Replaced dynamic allocation and user-adjustable configuration parameters with static allocation and hard-coded parameters.
  • canny_v3.sc : Added test bench. Also converted from single image processing to real-time video processing.
  • canny_v4.sc : Modularized the DUT. Previously, DUT contained local functions; these functions are now standalone modules.
  • canny_v5.sc : Parallelization and pipelining of the DUT: pipelined the modules inside the DUT and parallelized BlurX and BlurY.
  • canny_v6.sc : Optimization using different compiler optimization (O2, O3) and simulated hardware (replacing measurements on a simulated Raspberry Pi 3 with Raspberry Pi 4).

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