Texture features for antitank landmine detection using ground penetrating radar
Publication
, Journal Article
Torrione, P; Collins, LM
Published in: IEEE Transactions on Geoscience and Remote Sensing
July 1, 2007
In this paper, we consider the application of texture features for antitank landmine detection in ground-penetrating-radar data in the difficult scenario of very high clutter environments. In particular, we develop a technique for 3-D texture feature extraction, and we compare the results for landmine/clutter discrimination using classifiers that are built on 3-D as well as on 2-D texture feature sets. Our results indicate performance improvements across several different challenging testing scenarios when using the relevance-vector-machine classifiers that are trained on our 3-D feature sets as compared to the performance using the 2-D texture feature sets. © 2007 IEEE.
Duke Scholars
Altmetric Attention Stats
Dimensions Citation Stats
Published In
IEEE Transactions on Geoscience and Remote Sensing
DOI
ISSN
0196-2892
Publication Date
July 1, 2007
Volume
45
Issue
7
Start / End Page
2374 / 2382
Related Subject Headings
- Geological & Geomatics Engineering
- 40 Engineering
- 37 Earth sciences
- 0909 Geomatic Engineering
- 0906 Electrical and Electronic Engineering
- 0404 Geophysics
Citation
APA
Chicago
ICMJE
MLA
NLM
Torrione, P., & Collins, L. M. (2007). Texture features for antitank landmine detection using ground penetrating radar. IEEE Transactions on Geoscience and Remote Sensing, 45(7), 2374–2382. https://doi.org/10.1109/TGRS.2007.896548
Torrione, P., and L. M. Collins. “Texture features for antitank landmine detection using ground penetrating radar.” IEEE Transactions on Geoscience and Remote Sensing 45, no. 7 (July 1, 2007): 2374–82. https://doi.org/10.1109/TGRS.2007.896548.
Torrione P, Collins LM. Texture features for antitank landmine detection using ground penetrating radar. IEEE Transactions on Geoscience and Remote Sensing. 2007 Jul 1;45(7):2374–82.
Torrione, P., and L. M. Collins. “Texture features for antitank landmine detection using ground penetrating radar.” IEEE Transactions on Geoscience and Remote Sensing, vol. 45, no. 7, July 2007, pp. 2374–82. Scopus, doi:10.1109/TGRS.2007.896548.
Torrione P, Collins LM. Texture features for antitank landmine detection using ground penetrating radar. IEEE Transactions on Geoscience and Remote Sensing. 2007 Jul 1;45(7):2374–2382.
Published In
IEEE Transactions on Geoscience and Remote Sensing
DOI
ISSN
0196-2892
Publication Date
July 1, 2007
Volume
45
Issue
7
Start / End Page
2374 / 2382
Related Subject Headings
- Geological & Geomatics Engineering
- 40 Engineering
- 37 Earth sciences
- 0909 Geomatic Engineering
- 0906 Electrical and Electronic Engineering
- 0404 Geophysics