Automatic interpretation of infrared and optical reconnaissance imagery

David M. Booth; Antony L. Reno; Stephen B. Foulkes; P. J. Kent; K. J. Hermiston; S. R. Lewis; Paul G. Ducksbury

doi:10.1117/12.280796

28 July 1997 Automatic interpretation of infrared and optical reconnaissance imagery

David M. Booth, Antony L. Reno, Stephen B. Foulkes, P. J. Kent, K. J. Hermiston, S. R. Lewis, Paul G. Ducksbury

Proceedings Volume 3068, Signal Processing, Sensor Fusion, and Target Recognition VI; (1997) https://doi.org/10.1117/12.280796
Event: AeroSense '97, 1997, Orlando, FL, United States

Abstract

Progress is reviewed on the development of an all source image interpretation system which exploits complementary evidence from a range of experts. This co-operation may occur between feature detectors in different bands, between detectors searching for different types of feature, or between different types of detector of the same feature. Algorithms for detecting vehicles in infrared linescan imagery gives a low missed detection rate but have been found to respond falsely to: roads fragmented by trees; structures such as cylindrical storage tanks; and to corners of man made objects, such as buildings. False alarms are reduced by applying algorithms which detect subclasses of false alarms reliably i.e. buildings and storage tanks. In addition, both are features of interest in themselves, and are useful primitives in the identification of sites. The integration of depth (in the form of disparity maps) is examined as a means of reducing false building detections. Outputs from the feature detectors are combined using a simple rule-based approach. A surface based model matching technique is examined as a means of classifying the remaining vehicle candidates.

Citation Download Citation

David M. Booth, Antony L. Reno, Stephen B. Foulkes, P. J. Kent, K. J. Hermiston, S. R. Lewis, and Paul G. Ducksbury "Automatic interpretation of infrared and optical reconnaissance imagery", Proc. SPIE 3068, Signal Processing, Sensor Fusion, and Target Recognition VI, (28 July 1997); https://doi.org/10.1117/12.280796

ACCESS THE FULL ARTICLE

INSTITUTIONAL
Select your institution to access the SPIE Digital Library.

SELECT YOUR INSTITUTION

PERSONAL
Sign in with your SPIE account to access your personal subscriptions or to use specific features such as save to my library, sign up for alerts, save searches, etc.

PERSONAL SIGN IN

No SPIE Account? Create one

PURCHASE THIS CONTENT

SUBSCRIBE TO DIGITAL LIBRARY

50 downloads per 1-year subscription

Members: $195

Non-members: $335 ADD TO CART

25 downloads per 1 - year subscription

Members: $145

Non-members: $250 ADD TO CART

PURCHASE SINGLE ARTICLE

Includes PDF, HTML & Video, when available