Application of correlation as a measure of performance
Correlation generally shows the relationship between variables. A judicious use of this relationship may yield a measure of performance for a given algorithm. In this study the correlation measure Rp 2 derived from the Un replicated Linear Functional relationship (ULFR) model will be shown to be a...
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| Main Authors: | , , |
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| Format: | Conference or Workshop Item |
| Language: | English |
| Published: |
2011
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| Subjects: | |
| Online Access: | http://eprints.um.edu.my/13557/1/Application_of_Correlation_as_a_Measure_of_Performance.pdf http://eprints.um.edu.my/13557/ |
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| Summary: | Correlation generally shows the relationship between variables. A judicious use of this relationship may yield
a measure of performance for a given algorithm. In this study the correlation measure Rp 2 derived from the Un replicated Linear Functional relationship (ULFR) model will be shown to be a useful measure of performance in selected procedure or algorithm for a particular image registration method, a medical treatment, a character recognition method, and a compression method. The main result of these numerical studies strongly suggests that Rp2 is potentially useful as a performance measure in a wide range of imaging problem. |
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