Identification of biological tissue using chirped probe THz imaging

被引:77
作者
Ferguson, B [1 ]
Wang, S
Gray, D
Abbott, D
Zhang, XC
机构
[1] Univ Adelaide, Dept Elect & Elect Engn, Ctr Biomed Engn, Adelaide, SA 5005, Australia
[2] Rensselaer Polytech Inst, Dept Phys Appl Phys & Astron, Troy, NY 12180 USA
[3] CRC Sensor Signal & Informat Proc, Mawson Lakes, SA 5095, Australia
关键词
terahertz; T-ray imaging; chirped pulse; linear-filter modelling; classification;
D O I
10.1016/S0026-2692(02)00109-X
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
We consider the application of pulsed THz imaging systems in biomedical diagnostics and mail/packaging inspection, The sub-millimetre spectroscopic measurements obtained from T-ray systems contain a wealth of information about the sample under test. We demonstrate that different types of tissue can be classified based on their terahertz response measured with the chirped probe pulse technique. We demonstrate the performance of a quadratic classifier using linear filter models for feature extraction in the discrimination between different tissues. Modem THz systems are hindered by the slow acquisition speed. The chirped probe pulse technique offers a significant improvement in this context. We present the terahertz responses of biological samples measured using a chirped probe pulse, and discuss the problem of data processing and extracting sample characteristics. (C) 2002 Elsevier Science Ltd. All rights reserved.
引用
收藏
页码:1043 / 1051
页数:9
相关论文
共 30 条
[1]  
[Anonymous], 1996, PATTERN CLASSIFICATI
[2]  
Arnone D, 2000, PHYS WORLD, V13, P35
[3]  
Cherkassky V, 1997, IEEE Trans Neural Netw, V8, P1564, DOI 10.1109/TNN.1997.641482
[4]   Material parameter estimation with terahertz time-domain spectroscopy [J].
Dorney, TD ;
Baraniuk, RG ;
Mittleman, DM .
JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION, 2001, 18 (07) :1562-1571
[5]   Highly precise determination of optical constants and sample thickness in terahertz time-domain spectroscopy [J].
Duvillaret, L ;
Garet, F ;
Coutaz, JL .
APPLIED OPTICS, 1999, 38 (02) :409-415
[6]   Wavelet de-noising of optical terahertz pulse imaging data [J].
Ferguson, B ;
Abbott, D .
FLUCTUATION AND NOISE LETTERS, 2001, 1 (02) :L65-L69
[7]   De-noising techniques for terahertz responses of biological samples [J].
Ferguson, B ;
Abbott, D .
MICROELECTRONICS JOURNAL, 2001, 32 (12) :943-953
[8]   REAL-TIME PICOSECOND ELECTROOPTIC OSCILLOSCOPE TECHNIQUE USING A TUNABLE SEMICONDUCTOR-LASER [J].
GALVANAUSKAS, A ;
TELLEFSEN, JA ;
KROTKUS, A ;
OBERG, M ;
BROBERG, B .
APPLIED PHYSICS LETTERS, 1992, 60 (02) :145-147
[9]   FAR-INFRARED TIME-DOMAIN SPECTROSCOPY WITH TERAHERTZ BEAMS OF DIELECTRICS AND SEMICONDUCTORS [J].
GRISCHKOWSKY, D ;
KEIDING, S ;
VANEXTER, M ;
FATTINGER, C .
JOURNAL OF THE OPTICAL SOCIETY OF AMERICA B-OPTICAL PHYSICS, 1990, 7 (10) :2006-2015
[10]   Measurements of leaf water content using terahertz radiation [J].
Hadjiloucas, S ;
Karatzas, LS ;
Bowen, JW .
IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES, 1999, 47 (02) :142-149