Computer vision-based approach for rite decryption in old societies

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TitreComputer vision-based approach for rite decryption in old societies
Type de publicationConference Paper
Year of Publication2015
AuteursBarros JMaria Diaz, Demonceaux C, Habed A, Mansouri A
Conference Name2015 14TH IAPR INTERNATIONAL CONFERENCE ON MACHINE VISION APPLICATIONS (MVA)
PublisherMVA Organisation; IAPR TC-8; National Institute of Advanced Industrial Science and Technology (AIST); The Telecommunications Advancement Foundation; KDDI Foundation
Conference Location345 E 47TH ST, NEW YORK, NY 10017 USA
ISBN Number978-4-9011-2214-6
Résumé

This paper presents an approach to determine the spatial arrangement of bones of horses in an excavation site and perform the 3D reconstruction of the scene. The relative 3D positioning of the bones was computed exploiting the information in images acquired at different levels, and used to relocate provided 3D models of the bones. A novel semi-supervised approach was proposed to generate dense point clouds of the bones from sparse features. The point clouds were later matched with the given models using Iterative Closest Point (ICP).