Title :
Public security screening for metallic objects with millimetre-wave images
Author :
Haworth, C.D. ; De Saint-Pern, Y. ; Petillot, Y.R. ; Trucco, E.
Author_Institution :
Heriot-Watt Univ., Edinburgh, UK
Abstract :
In this paper we present a system for the automatic detection and tracking of metallic objects concealed on moving people in sequences of millimetre-wave images, which can penetrate clothing, plastics and fabrics. The system employs two distinct stages: detection and tracking. In this paper a single detector, for metallic objects, is presented which utilises a statistical model also developed in this paper. Target tracking is performed using a particle filter. Results are presented on real millimetre-wave image test sequences.
Keywords :
filtering theory; image sequences; millimetre wave imaging; object detection; statistical analysis; target tracking; video signal processing; automatic detection; metallic object tracking; millimetre-wave image test sequences; particle filter; public security screening; single detector; target tracking;
Conference_Titel :
Imaging for Crime Detection and Prevention, 2005. ICDP 2005. The IEE International Symposium on
Print_ISBN :
0-86341-535-0
DOI :
10.1049/ic:20050060