A Hough Evaluation Platform with PYNQ and Mathworks' HDL Coder

Dataset

Description

This repository contains a PYNQ (Python Productivity for Zynq) evaluation platform for Field Programmable Gate Array (FPGA) architectures of the Line Hough Transform (LHT). This system is named the Hough Evaluation Platform (HEP). The HEP can calculate the time taken to apply the LHT to an image using a custom FPGA architecture and is capable of inspecting the Hough Parameter Space (HPS) using PYNQ's signal tracing and visualisation capbilities. The HEP can also calculate a new quantitative measurement for analysing the HPSs produced from different LHT architectures. This measurement is named the Peak-to-Mean Vote Ratio (PMVR) and is useful for quantifying the ability to reliably extract and separate peaks in the HPS from other neighbouring locations.
Date made available13 Jul 2020
PublisherUniversity of Strathclyde
Date of data production13 Jul 2020

Research Output

A PYNQ evaluation platform for FPGA architectures of the Line Hough Transform

Northcote, D., Crockett, L. H., Murray, P. & Stewart, R., 4 Jul 2020, (Accepted/In press). 5 p.

Research output: Contribution to conferencePaper

  • Projects

    Cite this

    Northcote, D. (Creator), Crockett, L. H. (Supervisor), Murray, P. (Supervisor), Stewart, R. (Supervisor) (13 Jul 2020). A Hough Evaluation Platform with PYNQ and Mathworks' HDL Coder. University of Strathclyde. lht_framework_master(.zip). 10.15129/4ec18371-3911-4e3e-823a-c65e38b7830f