The results of the investigation of the boaventura and gonzaga integrated performance evaluation method of edge detection based on the two-dimensional renewal stream

V. Geringer, D. Dubinin, A. Kochegurov, K. Reif

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Abstract

The paper presents the results of the investigation of the I. Boaventura und A. Gonzaga integrated performance evaluation method of edge detection [1-2], obtained using the bundled software of stochastic simulation «CS sF» [3]. The methods and approaches of stochastic simulation were used in the experiments and the reference images were approximated with the two-dimensional renewal stream [4-7]. The performance of the outline drawing detection was evaluated by Boaventura und Gonzaga method for three algorithms of the edge detection («Canny», «Marr-Hildreth» and «ISEF») under different levels of peak signal-to-noise ratio. The results of the investigation are presented as dependences of the estimate probability of the correct edge detection, the type 1 and 2 errors, on S/N ratio. The performance analysis of the above three algorithms for the images, produced on the basis of morphology type «A» and «F», is done based on the performed evaluation.

Original languageEnglish
Title of host publicationISSCS 2015 - International Symposium on Signals, Circuits and Systems
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9781467374873
DOIs
Publication statusPublished - 14 Aug 2015
Event12th International Symposium on Signals, Circuits and Systems, ISSCS 2015 - Iasi, Romania
Duration: 9 Jul 201510 Jul 2015

Publication series

NameISSCS 2015 - International Symposium on Signals, Circuits and Systems

Conference

Conference12th International Symposium on Signals, Circuits and Systems, ISSCS 2015
CountryRomania
CityIasi
Period9.7.1510.7.15

Keywords

  • comparison of algorithms
  • edge detection
  • performance evaluation
  • research on models
  • stochastic computer simulation
  • Two-dimensional renewal stream

ASJC Scopus subject areas

  • Hardware and Architecture
  • Signal Processing
  • Electrical and Electronic Engineering

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