Visual cortex inspired intelligent contouring

Barna Reskó, Zoltán Petres, András Róka, P. Baranyi

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

1 Citation (Scopus)

Abstract

The present paper proposes a model for intelligent image contour detection. The model is strongly based on the architecture and functionality of the mammalian visual cortex. A pixel-to-feature transformation is performed on the input image, the result of which is a set of abstract image features, instead of another set of pixels. The contouring task is performed by a vast and complex network of simple units of computation that work together in a parallel way. The use of a large number of such simple units allows a clear structure that can be implemented on a special hardware to allow constant time computation.

Original languageEnglish
Title of host publicationINES'05: IEEE 9th International Conference on Intelligent Engineering Systems - Proceedings
Pages47-51
Number of pages5
Volume2005
DOIs
Publication statusPublished - 2005
EventINES'05: IEEE 9th International Conference on Intelligent Engineering Systems -
Duration: Sep 16 2005Sep 19 2005

Other

OtherINES'05: IEEE 9th International Conference on Intelligent Engineering Systems
Period9/16/059/19/05

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Pixels
Complex networks
Hardware

ASJC Scopus subject areas

  • Engineering(all)

Cite this

Reskó, B., Petres, Z., Róka, A., & Baranyi, P. (2005). Visual cortex inspired intelligent contouring. In INES'05: IEEE 9th International Conference on Intelligent Engineering Systems - Proceedings (Vol. 2005, pp. 47-51). [1555129] https://doi.org/10.1109/INES.2005.1555129

Visual cortex inspired intelligent contouring. / Reskó, Barna; Petres, Zoltán; Róka, András; Baranyi, P.

INES'05: IEEE 9th International Conference on Intelligent Engineering Systems - Proceedings. Vol. 2005 2005. p. 47-51 1555129.

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

Reskó, B, Petres, Z, Róka, A & Baranyi, P 2005, Visual cortex inspired intelligent contouring. in INES'05: IEEE 9th International Conference on Intelligent Engineering Systems - Proceedings. vol. 2005, 1555129, pp. 47-51, INES'05: IEEE 9th International Conference on Intelligent Engineering Systems, 9/16/05. https://doi.org/10.1109/INES.2005.1555129
Reskó B, Petres Z, Róka A, Baranyi P. Visual cortex inspired intelligent contouring. In INES'05: IEEE 9th International Conference on Intelligent Engineering Systems - Proceedings. Vol. 2005. 2005. p. 47-51. 1555129 https://doi.org/10.1109/INES.2005.1555129
Reskó, Barna ; Petres, Zoltán ; Róka, András ; Baranyi, P. / Visual cortex inspired intelligent contouring. INES'05: IEEE 9th International Conference on Intelligent Engineering Systems - Proceedings. Vol. 2005 2005. pp. 47-51
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