The Effectiveness of Ellipsoidal Shape Representation Technique for 3D Object Recognition System

Asma, Khatun and Wang, Yin Chai and D.N.F, Awang Iskandar (2011) The Effectiveness of Ellipsoidal Shape Representation Technique for 3D Object Recognition System. 7th International Conference on Information Technology in Asia (CITA 11), 2011. ISSN ISBN: 978-1-61284-130-4

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Official URL: http://ieeexplore.ieee.org/document/5999525/

Abstract

Shape representation methods play an important role in 3D shape recognition system. Three-dimensional shape recognition is widely used in 3D search engines, gravitational field, medical imaging, computer vision and face recognition. In this paper we propose an ellipsoidal shape representation technique for 3D shape recognition. We present some experimental and comparison results of our approach for shape matching using a standard database, Princeton Shape Benchmark. The effectiveness of our proposed algorithm is measured using nearest neighborhood. We then introduced a new idea which is a possible extension of the proposed approach and evaluate the results against human observation.

Item Type: Article
Uncontrolled Keywords: ellipsoid mapping, 3D shape representation, recognition, unimas, university, universiti, Borneo, Malaysia, Sarawak, Kuching, Samarahan, ipta, education, research, Universiti Malaysia Sarawak
Subjects: T Technology > T Technology (General)
Divisions: Academic Faculties, Institutes and Centres > Faculty of Computer Science and Information Technology
Depositing User: Karen Kornalius
Date Deposited: 13 Jun 2017 07:33
Last Modified: 13 Jun 2017 07:33
URI: http://ir.unimas.my/id/eprint/16624

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