2006-11-01, English, Article, Journal or magazine article edition: Applying 3D human model in a posture recognition system. Boulay, Bernard; Bremond, Francois; Thonnat, Monique

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Physical Description
  • Magazine/​Journal article
Published
  • Elsevier B.V., 2006 Nov
Language
  • English

Edition details

Title
  • Applying 3D human model in a posture recognition system.
Appears In
  • Pattern Recognition Letters, v.27, no.15, 2006 Nov, p.1788(9) (ISSN: 0167-8655)
Author
  • Boulay, Bernard
  • Bremond, Francois
  • Thonnat, Monique
Published
  • Elsevier B.V., 2006 Nov
Physical Description
  • Magazine/​Journal article
Subjects
Target Audience
  • Academic
Summary
  • To link to full-text access for this article, visit this link: http:/​/​dx.doi.org/​10.1016/​j.patrec.2006.02.008 Byline: Bernard Boulay, Francois Bremond, Monique Thonnat Keywords: Human posture; 3D human model; Vision and image processing; Silhouette; Horizontal and vertical projections; Hu moments; Image skeletonisation Abstract: This paper proposes an approach to recognise human postures in video sequences, which combines a 2D approach with a 3D human model. The 3D model is a realistic articulated human model which is used to obtain reference postures to compare with test postures. Several 2D approaches using different silhouette representations are compared with each other: projections of moving pixels on the reference axis, Hu moments and skeletonisation. We are interested in a set of specific postures which are representative of typical video understanding applications. We describe results for recognition of general postures (e.g. standing) and detailed postures (e.g. standing with one arm up) in ambiguous/optimal viewpoint with good/bad segmented silhouette to show the effectiveness of our approach. Author Affiliation: INRIA Sophia Antipolis, ORION Group, 2004, route des Lucioles, BP93, 06902 Sophia Antipolis Cedex, France
Terms of Use
  • COPYRIGHT 2006 Elsevier B.V.
Language
  • English
Database
  • Gale Academic OneFile
Identifier
  • 196284690

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