DocumentCode :
576242
Title :
Reciprocal pointer chains for identifying layer boundaries in ground-penetrating radar data
Author :
Smock, Brandon ; Wilson, Joseph
Author_Institution :
Comput. & Inf. Sci. & Eng. Dept., Univ. of Florida, Gainesville, FL, USA
fYear :
2012
fDate :
22-27 July 2012
Firstpage :
602
Lastpage :
605
Abstract :
Identifying the ground surface in ground-penetrating radar (GPR) data is useful and can be done efficiently and accurately using the Viterbi algorithm. This involves representing the radar image as a trellis graph and solving for the optimal path. To identify multiple layer boundaries in a radar image in this manner, it is necessary to find multiple disjoint paths through the trellis. Two main types of algorithms currently exist that find the k best disjoint paths whose aggregate sum is minimized. However, this criterion has drawbacks. Instead, we propose a novel criterion for choosing multiple disjoint paths in a trellis that we call the reciprocal pointer chain. This criterion has both a nice intuitive and theoretical justification, and leads to an algorithm with better qualitative results and significantly lower computational complexity than any of the methods previously proposed.
Keywords :
geophysical techniques; geophysics computing; ground penetrating radar; GPR data; Viterbi algorithm; ground-penetrating radar; layer boundaries; lower computational complexity; multiple disjoint paths; optimal path; radar image; reciprocal pointer chain; reciprocal pointer chains; trellis graph; Aggregates; Algorithm design and analysis; Computational complexity; Ground penetrating radar; Radar tracking; Viterbi algorithm; Viterbi algorithm; ground tracking; ground-penetrating radar; locally optimal paths; multiple layer boundary detection; reciprocal pointer chains;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2012 IEEE International
Conference_Location :
Munich
ISSN :
2153-6996
Print_ISBN :
978-1-4673-1160-1
Electronic_ISBN :
2153-6996
Type :
conf
DOI :
10.1109/IGARSS.2012.6351522
Filename :
6351522
Link To Document :
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