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3-D object recognition from 2-d view

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Lukas, Samuel (1993) 3-D object recognition from 2-d view. Unspecified thesis, University of Tasmania.

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Abstract

This thesis presents two methods that can be used in recognizing 3-D objects from 2-D views. Those are the methods that use either the affine invariant Fourier descriptors and or the cross-ratio descriptors. The performance of affine invariant Fourier descriptors in recognizing 3-D objects is invariant under translation, rotation, scaling and shear distortion. However, it cannot cope with perspective distortion. On the other hand, the cross-ratio descriptors' performance is more than satisfactory under all those conditions including perspective distortion.
This thesis also presents the simulation results applying the cross-ratio descriptors to the six simple 3-D objects which are individually different but in general quite similar.

Item Type: Thesis (Unspecified)
Copyright Holders: The Author
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Copyright 1993 the Author - The University is continuing to endeavour to trace the copyright
owner(s) and in the meantime this item has been reproduced here in good faith. We
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Additional Information:

Available for use in the Library and copying in accordance with the Copyright Act 1968, as amended. Thesis (MTech)--University of Tasmania, 1993. Includes bibliographical references

Date Deposited: 19 Dec 2014 02:54
Last Modified: 20 Jul 2017 07:21
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