Biologically Motivated Feature Extraction Using the Spiral Architecture

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

7 Citations (Scopus)

Abstract

We present a biologically motivated approach to fast feature extraction on hexagonal pixel based images using the concept of eye tremor in combination with the use of the spiral architecture and convolution of non-overlapping gradient masks. We generate seven feature maps “a-trous” that can be combined into a single complete feature map, and we demonstrate that this approach is significantly faster than the use of conventional spiral convolution or the use of a neighbourhood address look-up table on hexagonal images.
Original languageEnglish
Title of host publicationUnknown Host Publication
PublisherIEEE Computer Society
Pages221-224
Number of pages4
ISBN (Print)978-1-4577-1304-0
DOIs
Publication statusPublished - 11 Sep 2011
Event18th IEEE International Conference on Image Processing (ICIP), - Brussels, Belgium
Duration: 11 Sep 2011 → …

Conference

Conference18th IEEE International Conference on Image Processing (ICIP),
Period11/09/11 → …

Fingerprint Dive into the research topics of 'Biologically Motivated Feature Extraction Using the Spiral Architecture'. Together they form a unique fingerprint.

  • Cite this