Title :
A Data Pair-Labeled Generalized Hough Transform for Radar Location of Buried Objects
Author :
Windsor, C.G. ; Capineri, Lorenzo ; Falorni, P.
Abstract :
A method is presented for isolating the overlapping hyperbolic arcs found when a radar scan is made over several adjacent buried objects. The reflected signal is first converted into a series of data pairs (yj, tj) giving, for a radar antennae position yj along the scan, the times-of-flight tj of the maxima or minima in the reflected radar amplitude. The generalized Hough transform method is extended to record in an associative store the sets of data pairs contributing to each bin in the Hough accumulator space. A cluster of high bins, defining a peak in this space, may then be broken down to reveal its contributing data pairs. This gives the important advantage that a conventional least-squares algorithm can be used to reveal the object position, depth, and radius or velocity. The method is demonstrated on real radar data from buried pipes. The radius of a 0.18-m radius concrete pipe at 1-m depth is estimated at 0.14 m.
Keywords :
Hough transforms; buried object detection; ground penetrating radar; radar detection; Hough accumulator space; Hough transform method; buried object location; buried pipes; concrete pipe; data pair labeled generalized Hough transform; depth 1 m; high bin cluster; least squares algorithm; overlapping hyperbolic arc; radar location; reflected signal; size 0.18 m; Buried pipes; diameter measurement; generalized Hough transform; ground-penetrating radar;
Journal_Title :
Geoscience and Remote Sensing Letters, IEEE
DOI :
10.1109/LGRS.2013.2248119