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Engineering Commons

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Doctoral Dissertations

2007

<p>Airplanes -- Corrosion<br />Eddy current testing<br />Fuzzy logic<br />Image analysis -- Technique<br />Melanoma -- Diagnosis -- Computer programs<br />Multisensor data fusion<br />Nondestructive testing<br />Structural analysis (Engineering)</p>

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Data Fusion Techniques For Health Monitoring Of Aging Aircraft And Skin Cancer Detection, Kapil Gupta Jan 2007

Data Fusion Techniques For Health Monitoring Of Aging Aircraft And Skin Cancer Detection, Kapil Gupta

Doctoral Dissertations

"Data fusion is generally practiced to enhance decision or inference making capability. Sensor and information source data may often be corrupted by noise or other factors. Data fusion can be used to improve sensor and/or information source data quality and reliability and improve detection accuracy. There are several types of data fusion, including raw data level, feature level, and decision level.

This work presents the investigation and development of image and signal processing, computational intelligence, fuzzy logic, and statistical techniques for different types of data fusion for a varied range of applications. Raw data and decision level fusion approaches are …