Bio-Inspired End-Stopped Neuron Model for the Curves Segmentation

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Abstract

This article is dedicated to modeling the end-stopped neuron. This type of neuron gives the maximum response at the end of the line and is used to refine the edge. The article provides an overview of different models of end-stopped neurons. I have proposed a simpler and more accurate model of an end-stopped neuron based on the use of Gabor filters in antiphase. For this purpose, the models of simple and complex cells whose output is used in the proposed model are also described. Simple cells are based on the use of a Gabor filter, the parameters of which are also described in this article. The proposed model has shown its effectiveness.

Original languageEnglish
Title of host publicationProceedings - 2020 International Russian Automation Conference, RusAutoCon 2020
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages719-724
Number of pages6
ISBN (Electronic)9781728161303
DOIs
Publication statusPublished - Sep 2020
Externally publishedYes
Event2020 International Russian Automation Conference, RusAutoCon 2020 - Sochi, Russian Federation
Duration: 6 Sep 202012 Sep 2020

Publication series

NameProceedings - 2020 International Russian Automation Conference, RusAutoCon 2020

Conference

Conference2020 International Russian Automation Conference, RusAutoCon 2020
CountryRussian Federation
CitySochi
Period06.09.202012.09.2020

Keywords

  • complex cell
  • edge detection
  • end-stopped neuron
  • Gabor filter
  • neural network
  • simple cell

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