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Geometric Surface Registration for 3D Model Building.

Cunnington, Simon James. (2003) Geometric Surface Registration for 3D Model Building. Doctoral thesis, University of Surrey (United Kingdom)..

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Abstract

This thesis concerns geometric surface registration, a vital part of automatic 3D model building. The work is centred on the iterative closest point (ICP) algorithm and a study is made of how the choice of closest point method affects the accuracy, stability and speed of the algorithm. A comparative study of n view point set alignment methods is also presented. It is shown how the ICP algorithm can be extended to use the n view point set alignment methods to register multiple surfaces. The value of robustness checks in improving registration is demonstrated, especially when registering multiple surfaces. Finally a post-processing self-calibration technique is presented for data acquired using the ModelMaker Reality Capture System, a laser sensor on a coordinate-measuring arm.

Item Type: Thesis (Doctoral)
Divisions : Theses
Authors : Cunnington, Simon James.
Date : 2003
Additional Information : Thesis (Ph.D.)--University of Surrey (United Kingdom), 2003.
Depositing User : EPrints Services
Date Deposited : 30 Apr 2019 08:08
Last Modified : 20 Aug 2019 15:33
URI: http://epubs.surrey.ac.uk/id/eprint/851609

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