Abstract
We address the problem of how to cover a set of required points by a small number of axis-parallel ellipses that avoid a second set of forbidden points. We study geometric properties of such covers and present an efficient randomized approximation algorithm for the cover construction. This question is motivated by a special pattern recognition task where one has to identify ellipse-shaped protein spots in two-dimensional electrophoresis images.
| Original language | English (US) |
|---|---|
| Pages (from-to) | 145-160 |
| Number of pages | 16 |
| Journal | Algorithmica (New York) |
| Volume | 38 |
| Issue number | 1 |
| DOIs | |
| State | Published - Oct 2003 |
Keywords
- Algorithms and data structures
- Approximation algorithm
- Computational geometry
- Proteomics
- Set cover
ASJC Scopus subject areas
- General Computer Science
- Computer Science Applications
- Applied Mathematics
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