Authors: | Ntalianis, Klimis Raftopoulos, Konstantinos A. Papadakis, Nikos |
Issue Date: | 1-Jan-2006 |
Conference: | 16th International Conference on Artificial Neural Networks (ICANN 2006), 10-14 September 2006, Athens, Greece |
Book: | Artificial Neural Networks - ICANN 2006 |
Series: | Lecture Notes in Computer Science |
Keywords: | Curvature detection, Landmark points, Shape encoding, Visual cortex |
Abstract: | We describe a neuron multi-layered architecture that extracts landmark points of high curvature from 2d shapes and resembles the visual pathway of primates. We demonstrate how the rotated orientation specific receptive fields of the simple neurons that were discovered by Hubel and Wiesel can perform landmark point detection on the 2d contour of the shape that is projected on the retina of the eye.... |
ISBN: | 978-3-540-38625-4 978-3-540-38627-8 |
ISSN: | 1611-3349 |
DOI: | 10.1007/11840817_76 |
URI: | https://uniwacris.uniwa.gr/handle/3000/2855 |
Type: | Conference Paper |
Department: | Department of Business Administration |
School: | School of Administrative, Economics and Social Sciences |
Affiliation: | University of West Attica (UNIWA) |
Appears in Collections: | Book Chapter / Κεφάλαιο Βιβλίου |
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