Perspective Projection Invariants

An important part of stereo vision consists of finding and matching points in two images which correspond to the same physical element in the scene. We show that zeros of curvature of curves are perspective projection invariants and can therefore be used to find corresponding points. They can...

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Main Authors: Verri, Alessandro, Yuille, Alan
Language:en_US
Published: 2004
Subjects:
Online Access:http://hdl.handle.net/1721.1/5620
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author Verri, Alessandro
Yuille, Alan
author_facet Verri, Alessandro
Yuille, Alan
author_sort Verri, Alessandro
collection MIT
description An important part of stereo vision consists of finding and matching points in two images which correspond to the same physical element in the scene. We show that zeros of curvature of curves are perspective projection invariants and can therefore be used to find corresponding points. They can be used to help solve the registration problem (Longuet-Higgins, 1982) and to obtain the correct depth when a curve enters the forbidden zone (Krol and van de Grind, 1982). They are also relevant to theories for representing image curves. We consider the stability of these zeros of curvature.
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spelling mit-1721.1/56202019-04-09T17:33:46Z Perspective Projection Invariants Verri, Alessandro Yuille, Alan stereo registration perspective projection zeros of curvature An important part of stereo vision consists of finding and matching points in two images which correspond to the same physical element in the scene. We show that zeros of curvature of curves are perspective projection invariants and can therefore be used to find corresponding points. They can be used to help solve the registration problem (Longuet-Higgins, 1982) and to obtain the correct depth when a curve enters the forbidden zone (Krol and van de Grind, 1982). They are also relevant to theories for representing image curves. We consider the stability of these zeros of curvature. 2004-10-01T20:17:18Z 2004-10-01T20:17:18Z 1986-02-01 AIM-832 http://hdl.handle.net/1721.1/5620 en_US AIM-832 15 p. 1726977 bytes 1330935 bytes application/postscript application/pdf application/postscript application/pdf
spellingShingle stereo
registration
perspective projection
zeros of curvature
Verri, Alessandro
Yuille, Alan
Perspective Projection Invariants
title Perspective Projection Invariants
title_full Perspective Projection Invariants
title_fullStr Perspective Projection Invariants
title_full_unstemmed Perspective Projection Invariants
title_short Perspective Projection Invariants
title_sort perspective projection invariants
topic stereo
registration
perspective projection
zeros of curvature
url http://hdl.handle.net/1721.1/5620
work_keys_str_mv AT verrialessandro perspectiveprojectioninvariants
AT yuillealan perspectiveprojectioninvariants