DocumentCode :
3319003
Title :
Image fusion for uninhabited airborne vehicles
Author :
Jasiunas, Mark D. ; Kearney, David A. ; Hopf, John ; Wigley, Grant B.
Author_Institution :
Adv. Comput. Res. Centre, Univ. of South Australia, Mawson Lakes, SA, Australia
fYear :
2002
fDate :
16-18 Dec. 2002
Firstpage :
348
Lastpage :
351
Abstract :
In image fusion, information from a set of images is extracted and then combined intelligently to form a new composite image with extended information content. The original data may come from different viewing conditions (bracketed focus or exposure) or various sensors (visible and infrared or a cat scan and magnetic resonance imagery). Uninhabited Airborne Vehicles (UAVs) often have visible, infrared and synthetic aperture radar imaging sensors, so image fusion is an appropriate onboard processing task for UAVs. Some forms of image fusion are computationally intensive tasks, but like many other image processing applications are naturally suited to acceleration in hardware. This potential for hardware acceleration, and the ability to reconfigure the UAV to implement new algorithms as it moves towards objects of interest make reconfigurable computing a natural route for a hardware implementation. In this paper we present what we believe is the first implementation of image fusion on a reconfigurable platform alone, and the first investigation of adaptive image fusion which makes use of dynamic reconfiguration to change the fusion algorithm as the UAV approaches an object of interest.
Keywords :
adaptive signal processing; aircraft; field programmable gate arrays; image processing; reconfigurable architectures; remote sensing; sensor fusion; wavelet transforms; adaptive image fusion; composite image; dynamic reconfiguration; extended information content; fusion algorithm; hardware acceleration; image processing; multi-resolution fusion; onboard processing task; reconfigurable computing; reconfigurable platform; uninhabited airborne vehicles; wavelet image fusion; Acceleration; Data mining; Focusing; Hardware; Image fusion; Infrared image sensors; Intelligent sensors; Magnetic sensors; Unmanned aerial vehicles; X-ray tomography;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Field-Programmable Technology, 2002. (FPT). Proceedings. 2002 IEEE International Conference on
Print_ISBN :
0-7803-7574-2
Type :
conf
DOI :
10.1109/FPT.2002.1188708
Filename :
1188708
Link To Document :
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