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ESANN
2001

Graph extraction from color images

9 years 12 months ago
Graph extraction from color images
Abstract. An approach to symbolic contour extraction will be described that consists of three stages: enhancement, detection, and extraction of edges and corners. Edges and corners are enhanced by models of monkey cortical complex and end-stopped cells. Detection of corners and local edge maxima is performed by selection of local maxima in both edge and corner enhanced images. These maxima form the anchor points of a greedy contour following algorithm that extracts the edges. This algorithm is based on an idea of spatially linking neurons along the edge that will fire in synchrony to indicate an extracted edge. The extracted edges and detected corners represent the symbolic representation of the image. The advantage of the proposed model over other models is that the same low constant thresholds for corner and local edge maxima detection are used for different images. Closed contours are guaranteed by the contour following algorithm to yield a fully symbolic representation which is mor...
Tino Lourens, Kazuhiro Nakadai, Hiroshi G. Okuno,
Added 31 Oct 2010
Updated 31 Oct 2010
Type Conference
Year 2001
Where ESANN
Authors Tino Lourens, Kazuhiro Nakadai, Hiroshi G. Okuno, Hiroaki Kitano
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