DocumentCode
3862870
Title
Detecting terahertz signatures using Guided Under-determined Source Signal Separation
Author
Luis A. Rivera;Guilherme. N. DeSouza
Author_Institution
ViGIR - Vision-Guided and Intelligent Robotics Lab, University of Missouri, Columbia, MO, 65211
fYear
2015
Firstpage
1
Lastpage
2
Abstract
Terahertz technology has seen many advances over the past decades. Special interest for the use of this technology is directed to the detection of illegal drugs, explosives and other hazardous materials. These materials exhibit characteristic signatures at terahertz wavelengths which may be used to identify them. In this paper we present a method for detecting the presence of chemicals and other materials using their terahertz signatures and a technique for signature recognition called Guided Under-determined Source Signal Separation (GUSSS). The method was tested using a public THz database, achieving high true positive and true negative percentages.
Keywords
"Training","Databases","Testing","Chemicals","Support vector machines","Source separation","Explosives"
Publisher
ieee
Conference_Titel
Infrared, Millimeter, and Terahertz waves (IRMMW-THz), 2015 40th International Conference on
ISSN
2162-2027
Electronic_ISBN
2162-2035
Type
conf
DOI
10.1109/IRMMW-THz.2015.7327650
Filename
7327650
Link To Document