DocumentCode
2118117
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
fYear
2007
fDate
27-29 Sept. 2007
Firstpage
476
Lastpage
481
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Image and Signal Processing and Analysis, 2007. ISPA 2007. 5th International Symposium on
Conference_Location
Istanbul
ISSN
1845-5921
Print_ISBN
978-953-184-116-0
Type
conf
DOI
10.1109/ISPA.2007.4383740
Filename
4383740
Link To Document