Title
A Certified Reduction Strategy for Homological Image Processing
Abstract
The analysis of digital images using homological procedures is an outstanding topic in the area of Computational Algebraic Topology. In this article, we describe a certified reduction strategy to deal with digital images, but one preserving their homological properties. We stress both the advantages of our approach (mainly, the formalization 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.
Year
DOI
Venue
2013
10.1145/2630789
ACM Trans. Comput. Log.
Keywords
DocType
Volume
formalization of mathematics,ssreflect,verification,homology,mechanical theorem proving,computational algebraic topology,reliability,biomedical images,formal methods,coq
Journal
15
Issue
ISSN
Citations 
3
ACM Transactions on Computational Logic, Volume 15 Issue 3, Article No. 23 2014
2
PageRank 
References 
Authors
0.41
20
4
Name
Order
Citations
PageRank
María Poza1202.29
César Domínguez29518.93
Jónathan Heras39423.31
J. Rubio420231.12