Image processing and pattern recognition in ground penetrating radar data

The task of detection of specific buried objects in ground penetrating radar (GPR) images is considered. A modification of the Hough transform (HT) is proposed and applied to this problem. Methods of texture analysis are used to determine the soil structure. The possibility of gaining information ab...

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Bibliographic Details
Main Authors: Kleinmann, L., Laugks, J., Nick, K.-P.
Format: Conference Proceeding
Language:English
Subjects:
Buried object detection
Ground penetrating radar
Image processing
Image texture analysis
Pattern recognition
Radar antennas
Radar detection
Radar imaging
Signal analysis
Soil
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Summary:The task of detection of specific buried objects in ground penetrating radar (GPR) images is considered. A modification of the Hough transform (HT) is proposed and applied to this problem. Methods of texture analysis are used to determine the soil structure. The possibility of gaining information about the material of the buried object is examined. The results of some experiments with GPR imagery are shown and discussed.< >
DOI:10.1109/IGARSS.1993.322384