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Conference Papers Year : 2010

Extracting Plane Graphs from Images

Émilie Samuel
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Jean-Christophe Janodet
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  • PersonId : 836238

Abstract

In order to use structural techniques from graph-based pattern recognition, a first necessary step consists in extracting a graph in an automatic way from an image. We propose to extract plane graphs, because of algorithmic properties these graphs have for isomorphism elated problems. We also consider the problem of extracting semantically well-founded graphs as a compression issue: we get simple graphs from which can be rebuilt images similar to the initial image. The technique we introduce consists in segmenting the original image, extracting interest pixels on the segmented image, then converting these pixels into pointels, which in turn can be related by region-based triangulation. We show the feasibility and interest of this approach in a series of experiments.
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Dates and versions

ujm-00531224 , version 1 (02-11-2010)

Identifiers

  • HAL Id : ujm-00531224 , version 1

Cite

Émilie Samuel, Colin de La Higuera, Jean-Christophe Janodet. Extracting Plane Graphs from Images. Structural and Syntactic Pattern Recognition (SSPR), Aug 2010, Cesme, Turkey. pp.233-243. ⟨ujm-00531224⟩
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