A certified reduction strategy for homological image processing
Logic in Computer Science
2016-08-11 v1 Algebraic Topology
Abstract
The analysis of digital images using homological procedures is an outstanding topic in the area of Computational Algebraic Topology. In this paper, we describe a certified reduction strategy to deal with digital images, but preserving their homological properties. We stress both the advantages of our approach (mainly, the formalisation of the mathematics allowing us to verify the correctness of algorithms) and some limitations (related to the performance of the running systems inside proof assistants). The drawbacks are overcome using techniques that provide an integration of computation and deduction. Our driving application is a problem in bioinformatics, where the accuracy and reliability of computations are specially requested.
Cite
@article{arxiv.1306.0806,
title = {A certified reduction strategy for homological image processing},
author = {María Poza and César Domínguez and Jónathan Heras and Julio Rubio},
journal= {arXiv preprint arXiv:1306.0806},
year = {2016}
}