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16th International Conference on Pattern Recognition (ICPR'02) - Volume 3
Performance of the Kullback-Leibler Information Gain for Predicting Image Fidelity
Quebec City, QC, Canada
August 11-August 15
ISBN: 0-7695-1695-X
ASCII Text
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J. A. García, J. Fdez-Valdivia, R. Rodriguez-Sánchez, Xose R. Fdez-Vidal, "Performance of the Kullback-Leibler Information Gain for Predicting Image Fidelity," Pattern Recognition, International Conference on, vol. 3, pp. 30843, 16th International Conference on Pattern Recognition (ICPR'02) - Volume 3, 2002.
 
 
BibTex
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@article{ 10.1109/ICPR.2002.1048156,
author = {J. A. García and J. Fdez-Valdivia and R. Rodriguez-Sánchez and Xose R. Fdez-Vidal},
title = {Performance of the Kullback-Leibler Information Gain for Predicting Image Fidelity},
journal ={Pattern Recognition, International Conference on},
volume = {3},
year = {2002},
issn = {1051-4651},
pages = {30843},
doi = {http://doi.ieeecomputersociety.org/10.1109/ICPR.2002.1048156},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - Pattern Recognition, International Conference on
TI - Performance of the Kullback-Leibler Information Gain for Predicting Image Fidelity
SN - 1051-4651
SP
EP
A1 - J. A. García,
A1 - J. Fdez-Valdivia,
A1 - R. Rodriguez-Sánchez,
A1 - Xose R. Fdez-Vidal,
PY - 2002
KW - null
VL - 3
JA - Pattern Recognition, International Conference on
ER -
 
J. A. García, E.T.S. de Ingeniería Informática
J. Fdez-Valdivia, E.T.S. de Ingeniería Informática
R. Rodriguez-Sánchez, E.T.S. de Ingeniería Informática
Xose R. Fdez-Vidal, Universidad de Santiago de Compostela
This paper presents a new method for characterizing information of a compressed image relative to the original one. We show how the Kullback-Leibler information gain is based on three basic postulates which are natural for image processing and thus desirable. As an example of the proposed measure, we analyze the effects of lossy compression on the identification of breast cancer microcalcifications. We also show the comparative results of the Kullback-Leibler information gain and various quantitative measures for predicting image fidelity in the sense of diagnostic usefulness.
Citation:
J. A. García, J. Fdez-Valdivia, R. Rodriguez-Sánchez, Xose R. Fdez-Vidal, "Performance of the Kullback-Leibler Information Gain for Predicting Image Fidelity," icpr, vol. 3, pp.30843, 16th International Conference on Pattern Recognition (ICPR'02) - Volume 3, 2002
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