Article ID Journal Published Year Pages File Type
535712 Pattern Recognition Letters 2006 9 Pages PDF
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 subjects are required to enter one at a time and turn round slowly to ensure complete coverage for the scan. 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 and indicate an excellent rate of success for threat identification. Encouraging results for target tracking are also reported.

Related Topics
Physical Sciences and Engineering Computer Science Computer Vision and Pattern Recognition
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