Paper Info
Title
A Multimodal Matching Pursuits Dissimilarity Measure Applied To Landmine/Clutter Discrimination
Abstract
The Matching Pursuits Dissimilarity Measure (MPDM) is an effective way to to compare signals that are sparsely approximated using a Matching Pursuits method. The CAMP algorithm uses an MPDM distance measure in Competitive Agglomeration clustering to model and classify signals. The MPDM approach can only compare signals originating from a single source. Many landmine detection systems use multiple sensors to make simultaneous measurements of the same region of interest. In this paper we propose a Multimodal MPDM that can be used with CAMP to fuse signals from multiple sensors. We demonstrate the effectiveness of the Multimodal MPDM over the single sensor MPDM in improving discrimination of landmines from clutter objects.
Year
DOI
Venue
2010
10.1109/IGARSS.2010.5650732
2010 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM
Keywords
Field
DocType
Landmine detection, matching pursuits, matching pursuits dissimilarity measure, sensor fusion, competitive agglomeration
Computer vision,Ground-penetrating radar,Pattern recognition,Computer science,Clutter,Sensor fusion,Artificial intelligence,Time–frequency analysis,Region of interest,Cluster analysis,Fuse (electrical),Multiple sensors
Conference
ISSN
Citations 
PageRank 
2153-6996
0
0.34
References 
Authors
6
3
Name
Order
Citations
PageRank
Taylor C. Glenn1776.16
Joseph N. Wilson219817.43
K.C. Ho31311148.28