A genetic algorithm for discrete tomography reconstruction
- Authors: Valenti, C.
- Publication year: 2008
- Type: Articolo in rivista (Articolo in rivista)
- Key words: Discrete tomography; Genetic algorithm; Stability problem; Artificial Intelligence
- OA Link: http://hdl.handle.net/10447/211132
Abstract
The aim of this paper is the description of an experiment carried out to verify the robustness of two different approaches for the reconstruction of convex polyominoes in discrete tomography. This is a new field of research, because it differs from classic computerized tomography, and several problems are still open. In particular, the stability problem is tackled by using both a modified version of a known algorithm and a new genetic approach. The effect of both, instrumental and quantization noises has been considered too. © 2007 Springer Science+Business Media, LLC.