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Automatic Detection of Regions of Interest in Mammographies Based on a Combined Analysis of Texture and Histogram
Quebec City, QC, Canada August 11-August 15
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/ICPR.2002.104833516th International Conference on Patt ...
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Tiffany Tweed, Serge Miguet, "Automatic Detection of Regions of Interest in Mammographies Based on a Combined Analysis of Texture and Histogram," Pattern Recognition, International Conference on, vol. 2, pp. 20448, 16th International Conference on Pattern Recognition (ICPR'02) - Volume 2, 2002.
 
 
BibTex
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@article{ 10.1109/ICPR.2002.1048335,
author = {Tiffany Tweed and Serge Miguet},
title = {Automatic Detection of Regions of Interest in Mammographies Based on a Combined Analysis of Texture and Histogram},
journal ={Pattern Recognition, International Conference on},
volume = {2},
year = {2002},
issn = {1051-4651},
pages = {20448},
doi = {http://doi.ieeecomputersociety.org/10.1109/ICPR.2002.1048335},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
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TY - CONF
JO - Pattern Recognition, International Conference on
TI - Automatic Detection of Regions of Interest in Mammographies Based on a Combined Analysis of Texture and Histogram
SN - 1051-4651
SP
EP
A1 - Tiffany Tweed,
A1 - Serge Miguet,
PY - 2002
KW - null
VL - 2
JA - Pattern Recognition, International Conference on
ER -
 
Tiffany Tweed, Universit? Lumi?re Lyon 2
Serge Miguet, Universit? Lumi?re Lyon 2
In this article, we present an algorithm that selects regions of interest (ROI) containing a tumour, based on the combination of a texture and histogram analysis. The first analysis compares texture features extracted from different regions in an image to the same features extracted from known tumorous regions. The second analysis detects the ROI with two thresholds computed from the histograms of known tumorous masks.
Citation:
Tiffany Tweed, Serge Miguet, "Automatic Detection of Regions of Interest in Mammographies Based on a Combined Analysis of Texture and Histogram," icpr, vol. 2, pp.20448, 16th International Conference on Pattern Recognition (ICPR'02) - Volume 2, 2002
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