DocumentCode
1676473
Title
Features invariant to affine distortions from the trace transform
Author
Petrou, Maria ; Kadyrov, Alexander
Author_Institution
Sch. of Electronics, Comput. & Math., Surrey Univ., Guildford, UK
Volume
3
fYear
2001
fDate
6/23/1905 12:00:00 AM
Firstpage
852
Abstract
We propose functionals which can be computed from the image function, and which can be used to derive features that are invariant to the group of affine transforms. The first step of this computation is the computation of the trace transform of the image. The trace transform is a generalisation of the Radon transform, which computes a functional, not necessarily the integral, along lines tracing the image. Two further functionals computed from the trace transform result in an image feature. The choice of these functionals determines the type of invariance of this feature
Keywords
Radon transforms; feature extraction; functional equations; Radon transform generalisation; affine distortions; affine transforms; image features; image function; invariant features; trace transform; Brightness; Equations; Feature extraction; Humans; Image analysis; Image recognition; Image reconstruction; Mathematics; Vectors;
fLanguage
English
Publisher
ieee
Conference_Titel
Image Processing, 2001. Proceedings. 2001 International Conference on
Conference_Location
Thessaloniki
Print_ISBN
0-7803-6725-1
Type
conf
DOI
10.1109/ICIP.2001.958254
Filename
958254
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