IMAGE RESTORATION VIA HUMAN PERCEPTION AND LIE GROUPS

Vittoria Bruni, Elisa Rossi, Domenico Vitulano

2012

Abstract

This paper presents a novel and user’s independent model for image restoration based on Lie group transformations. They allow to define a redundant set of transformations from which automatically select the ones that better invert the physical formation of the defect. Hence restoration consists of gradually reducing the visual perception of the defect. Extensive experimental results on original photographs, from Alinari Archive, affected by semi-transparent blotches show the potential of the proposed approach in removing degradation in different contexts without altering the original content of artworks.

Paper Citation

in Harvard Style

Bruni V., Rossi E. and Vitulano D. (2012). IMAGE RESTORATION VIA HUMAN PERCEPTION AND LIE GROUPS . In Proceedings of the International Conference on Computer Vision Theory and Applications - Volume 1: VISAPP, (VISIGRAPP 2012) ISBN 978-989-8565-03-7, pages 66-74. DOI: 10.5220/0003860600660074

in Bibtex Style

@conference{visapp12,
author={Vittoria Bruni and Elisa Rossi and Domenico Vitulano},
title={IMAGE RESTORATION VIA HUMAN PERCEPTION AND LIE GROUPS},
booktitle={Proceedings of the International Conference on Computer Vision Theory and Applications - Volume 1: VISAPP, (VISIGRAPP 2012)},
year={2012},
pages={66-74},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003860600660074},
isbn={978-989-8565-03-7},
}

in EndNote Style

TY - CONF
JO - Proceedings of the International Conference on Computer Vision Theory and Applications - Volume 1: VISAPP, (VISIGRAPP 2012)
TI - IMAGE RESTORATION VIA HUMAN PERCEPTION AND LIE GROUPS
SN - 978-989-8565-03-7
AU - Bruni V.
AU - Rossi E.
AU - Vitulano D.
PY - 2012
SP - 66
EP - 74
DO - 10.5220/0003860600660074