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Convexity Grouping of Salient Contours
Corcoran, Padraig; Mooney, Peter; Tilton, James
Convexity represents an important principle of grouping in visual perceptual organization. This paper presents a new technique for contour grouping based on convexity and has the following two properties. Firstly it finds groupings that form contours of high convexity which are not strictly convex. Secondly it finds groupings that form both open and closed contours of high convexity. The authors are unaware of any existing technique which exhibits either of these properties. Contour grouping is posed as the problem of finding minimum cost paths in a graph. The proposed method is evaluated against two highly cited benchmark methods which find strictly convex contours. Both qualitative and quantitative results on natural images demonstrate the proposed method significantly outperforms both benchmark methods.
Keyword(s): Salient Contour; Graph Searching; Convexity
Publication Date:
2011
Type: Book chapter
Peer-Reviewed: Yes
Institution: Maynooth University
Citation(s): Corcoran, Padraig and Mooney, Peter and Tilton, James (2011) Convexity Grouping of Salient Contours. In: GbRPR 2011: Graph-Based Representations in Pattern Recognition. Lecture Notes in Computer Science book series (LNCS) (6658). Springer, pp. 235-244. ISBN 9783642208447
Publisher(s): Springer
File Format(s): other
Related Link(s): http://eprints.maynoothuniversity.ie/10406/1/PM-Convexity-2011.pdf
First Indexed: 2019-01-09 06:08:28 Last Updated: 2019-01-09 06:08:28