Abstract
A new definition of affine invariant medial axis of planar closed curves is introduced. A point belongs to the affine medial axis if and only if it is equidistant from at least two points of the curve, with the distance being a minimum and given by the areas between the curve and its corresponding chords. The medial axis is robust, eliminating the need for curve denoising. In a dynamical interpretation of this affine medial axis, the medial axis points are the affine shock positions of the affine erosion of the curve. We propose a simple method to compute the medial axis and give examples. We also demonstrate how to use this method to detect affine skew symmetry in real images.
| Original language | English (US) |
|---|---|
| Pages (from-to) | 203-224 |
| Number of pages | 22 |
| Journal | International Journal of Computer Vision |
| Volume | 60 |
| Issue number | 3 |
| DOIs | |
| State | Published - Dec 2004 |
| Externally published | Yes |
All Science Journal Classification (ASJC) codes
- Software
- Computer Vision and Pattern Recognition
- Artificial Intelligence
Keywords
- Affine invariant
- Area
- Medial axis
- Pattern recognition
- Shape
- Symmetry