Title :
The Evaluation of Performances of Automatic Method for the Object Detection in GPR Images
Author :
Golovko, Mikhail
Author_Institution :
Nat. Acad. of Sci. of Ukraine, Kiev
Abstract :
The problem of automatic interpretation of GPR images containing several local objects has been considered. The method based on the Hough transform is used for object detection. The estimation of accuracy of the objects´ coordinates determination and the evaluation of detection probability have been performed for the case of automatic interpretation of videopulse subsurface sounding results. The possibility of zero error for coordinate determination has been shown. The relations between object detection probability and false alarm probability are presented using the ROC curves.
Keywords :
Hough transforms; ground penetrating radar; object detection; GPR images; Hough transform; automatic method; object detection; videopulse subsurface sounding results; Acoustic sensors; Ground penetrating radar; Infrared detectors; Object detection; Performance evaluation; Radar antennas; Radar detection; Radar imaging; Receiving antennas; Transmitting antennas;
Conference_Titel :
Image and Signal Processing and Analysis, 2007. ISPA 2007. 5th International Symposium on
Conference_Location :
Istanbul
Print_ISBN :
978-953-184-116-0
DOI :
10.1109/ISPA.2007.4383740
