DocumentCode
3055257
Title
Edge length ratios: an affine invariant shape representation for recognition with occlusions
Author
Glauser, T. ; Bunke, H.
Author_Institution
Bern Univ., Switzerland
fYear
1992
fDate
30 Aug-3 Sep 1992
Firstpage
437
Lastpage
440
Abstract
The authors propose a set of local shape descriptors for polygons based on edge length ratios. These descriptors are invariant under any affine transformation, i.e. translation, scaling, rotation and projection from 3D to any 2D plane. Furthermore, they are complete in the sense that they allow the reconstruction of any polygon in 3D space given at least three consecutive vertices. The authors then consider the recognition of 2D polygonal objects under any affine transformation and in the presence of occlusion. they introduce a recognition procedure that is based on the matching of edge length ratios, using a simplified version of the standard dynamic programming procedure commonly employed for string matching
Keywords
computerised pattern recognition; computerised picture processing; dynamic programming; affine invariant shape representation; affine transformation invariance; dynamic programming; edge length ratio matching; edge length ratios; occlusions; polygons; shape recognition; Constraint optimization; Convergence; Dynamic programming; Iterative algorithms; Iterative methods; Noise robustness; Noise shaping; Shape; Solid modeling;
fLanguage
English
Publisher
ieee
Conference_Titel
Pattern Recognition, 1992. Vol.I. Conference A: Computer Vision and Applications, Proceedings., 11th IAPR International Conference on
Conference_Location
The Hague
Print_ISBN
0-8186-2910-X
Type
conf
DOI
10.1109/ICPR.1992.201594
Filename
201594
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