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Seventh International Workshop on Computer Architecture for Machine Perception (CAMP'05)
Restoration of Vertical Line Scratches with a Distributed Genetic Algorithm
Palermo, Italy
July 04-July 06
ISBN: 0-7695-2255-6
ASCII Text
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Francesco Isgr?, Domenico Tegolo, "Restoration of Vertical Line Scratches with a Distributed Genetic Algorithm," Computer Architectures for Machine Perception, International Workshop on, pp. 249-254, Seventh International Workshop on Computer Architecture for Machine Perception (CAMP'05), 2005.
 
 
BibTex
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@article{ 10.1109/CAMP.2005.46,
author = {Francesco Isgr? and Domenico Tegolo},
title = {Restoration of Vertical Line Scratches with a Distributed Genetic Algorithm},
journal ={Computer Architectures for Machine Perception, International Workshop on},
volume = {0},
year = {2005},
isbn = {0-7695-2255-6},
pages = {249-254},
doi = {http://doi.ieeecomputersociety.org/10.1109/CAMP.2005.46},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
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TY - CONF
JO - Computer Architectures for Machine Perception, International Workshop on
TI - Restoration of Vertical Line Scratches with a Distributed Genetic Algorithm
SN - 0-7695-2255-6
SP249
EP254
A1 - Francesco Isgr?,
A1 - Domenico Tegolo,
PY - 2005
KW - null
VL - 0
JA - Computer Architectures for Machine Perception, International Workshop on
ER -
 
Francesco Isgr?, Dipartimento di Informatica e Scienze dell'Informazione
Domenico Tegolo, Dipartimento di Matematica ed Applicazioni
This contribution approaches the problem of scratch restoration in old movies as a optimisation's problem. The functional based on the statistical properties of the image around the scratch is optimised using an ad-hoc genetic algorithm. Given the large amount of the computational time needed by genetic algorithms, a network of standard workstations with heterogeneous operating systems has been used. Each workstation in the network works on each scratch to perform the restoration, and a specific machine works as root node with the task of distributing jobs on the network and adding the outputted restored scratches back into the image.
Citation:
Francesco Isgr?, Domenico Tegolo, "Restoration of Vertical Line Scratches with a Distributed Genetic Algorithm," camp, pp.249-254, Seventh International Workshop on Computer Architecture for Machine Perception (CAMP'05), 2005
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