Presentation 2014-03-13
Restoration of Archaeological Artifacts Based on ORB Image Features
Koji KASHIHARA,
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Abstract(in Japanese) (See Japanese page)
Abstract(in English) The restoration work of archaeological artifacts broken into pieces includes positioning problems. An intelligent computer-assisted system was proposed to reconstruct archaeological discoveries from some fragments. A real coded genetic algorithm and a hill-climbing algorithm was applied to restoration of a 3D object. The fitness function value for the genetic algorithm was computed from image similarity and features of objects. The proposed method based on the genetic algorithm was able to efficiently regulate the 3D surfaces. The computer-assisted system could be also applicable to making digital archives of artifacts.
Keyword(in Japanese) (See Japanese page)
Keyword(in English) Intelligent Algorithm / Archaeological Artifacts / 3D Reconstruction / Image Features / Digital Archives
Paper # PRMU2013-185
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Conference Information
Committee PRMU
Conference Date 2014/3/6(1days)
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Paper Information
Registration To Pattern Recognition and Media Understanding (PRMU)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Restoration of Archaeological Artifacts Based on ORB Image Features
Sub Title (in English)
Keyword(1) Intelligent Algorithm
Keyword(2) Archaeological Artifacts
Keyword(3) 3D Reconstruction
Keyword(4) Image Features
Keyword(5) Digital Archives
1st Author's Name Koji KASHIHARA
1st Author's Affiliation Institute of Technology and Science, The University of Tokushima()
Date 2014-03-13
Paper # PRMU2013-185
Volume (vol) vol.113
Number (no) 493
Page pp.pp.-
#Pages 5
Date of Issue