An affine invariance contour descriptor based on filtered enclosed area - CentraleSupélec
Article Dans Une Revue IAENG International Journal of Applied Mathematics Année : 2007

An affine invariance contour descriptor based on filtered enclosed area

Résumé

In this study, we present a one dimensional descriptor for the two dimensional object silhouettes which in theory remains absolutely invariant under affine transforms. The proposed descriptor operates on the affine enclosed area. We design a normalizing contour method. After this normalization, the number of points on a contour between two appointed positions doesn't change with affine transforms. We prove that for the filtered contour, the area of a triangle whose vertices are the centroid of the contour and a pair of successive points on the normalized contour is linear under affine transforms. Experimental results indicate that the proposed method is invariant to: boundary starting point variation, affine transforms even in the case of high deformations and noise on shapes in a given. We also propose a method to simulate the noise contaminating the test shapes and define the signal-to-noise ratio for a shape. In addition, the proposed normalization method can be associated to other algorithms for increasing their robustness to affine transforms and decreasing their complexity in similarity measurements.
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Dates et versions

hal-00172120 , version 1 (14-09-2007)

Identifiants

  • HAL Id : hal-00172120 , version 1

Citer

Mingqiang Yang, Kidiyo Kpalma, Joseph Ronsin. An affine invariance contour descriptor based on filtered enclosed area. IAENG International Journal of Applied Mathematics, 2007, 36 (2), pp.27-32. ⟨hal-00172120⟩
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