Fuzzy logic detection of landmines with ground penetrating radar

被引:54
作者
Gader, PD [1 ]
Nelson, BN [1 ]
Frigui, H [1 ]
Vaillette, G [1 ]
Keller, JM [1 ]
机构
[1] Univ Missouri, Dept Comp Sci & Comp Engn, Columbia, MO 65211 USA
关键词
landmine detection; ground penetrating radar; fuzzy sets;
D O I
10.1016/S0165-1684(00)00020-7
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
An automatic landmine detection algorithm using ground penetrating radar is described. The algorithm combines outputs of multiple detection and feature extraction algorithms to generate a single confidence that a landmine is present at a location. The combination is performed using a fuzzy inference system. Results are provided for real data obtained in real time with the Geo-Centers Vehicle Mounted Mine Detection System(VMMDS). (C) 2000 Elsevier Science B.V. All rights reserved.
引用
收藏
页码:1069 / 1084
页数:16
相关论文
共 13 条
[1]   Fuzzy clustering for land mine detection [J].
Frigui, H ;
Gader, P ;
Keller, J .
1998 CONFERENCE OF THE NORTH AMERICAN FUZZY INFORMATION PROCESSING SOCIETY - NAFIPS, 1998, :261-265
[2]  
Gader P, 1998, 1998 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS AT THE IEEE WORLD CONGRESS ON COMPUTATIONAL INTELLIGENCE - PROCEEDINGS, VOL 1-2, P232, DOI 10.1109/FUZZY.1998.687489
[3]   Fusion of handwritten word classifiers [J].
Gader, PD ;
Mohamed, MA ;
Keller, JM .
PATTERN RECOGNITION LETTERS, 1996, 17 (06) :577-584
[4]  
GADER PD, 1999, P SPIE C DET REM TEC, V4, P1085
[5]  
GADER PD, 1998, P SPIE C DET REM TEC, V3
[6]  
Grabisch M., 1995, Fundamentals of uncertainty calculi with applications to fuzzy inference
[7]  
HO TK, 1994, IEEE T PATTERN ANAL, V16, P66, DOI 10.1109/34.273716
[8]   METHOD OF COMBINING MULTIPLE EXPERTS FOR THE RECOGNITION OF UNCONSTRAINED HANDWRITTEN NUMERALS [J].
HUANG, YS ;
SUEN, CY .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1995, 17 (01) :90-94
[9]   ADVANCES IN FUZZY INTEGRATION FOR PATTERN-RECOGNITION [J].
KELLER, JM ;
GADER, P ;
TAHANI, H ;
CHIANG, JH ;
MOHAMED, M .
FUZZY SETS AND SYSTEMS, 1994, 65 (2-3) :273-283
[10]  
KHABOU M, UNPUB APPL MORPHOLOG