DocumentCode
2470435
Title
Architecture of the real-time target detection processing in an airborne hyperspectral demonstrator system
Author
Haavardsholm, T.V. ; Arisholm, G. ; Kavara, A. ; Skauli, T.
Author_Institution
Norwegian Defence Res. Establ. (FFI), Kjeller, Norway
fYear
2010
fDate
14-16 June 2010
Firstpage
1
Lastpage
4
Abstract
An airborne demonstrator for real-time hyperspectral target detection has been developed at FFI. The real-time image processing is challenging, not only due to the computational complexity of the algorithms, but also due to the sustained high data rate. A software framework has been designed in C++ to handle large data flows in a nonlinear pipeline architecture. The cross-platform framework enables full exploitation of multicore processors and graphics processing units (GPU), and even distribution among multiple computers. Object oriented design enables flexible reconfiguration of the pipeline. Tests demonstrate sustained real-time performance of complex anomaly detection processing.
Keywords
C++ language; computational complexity; computer graphic equipment; coprocessors; object detection; pipeline processing; C++; FFI; airborne hyperspectral demonstrator system; computational complexity; cross-platform framework; flexible reconfiguration; graphics processing units; multicore processors; nonlinear pipeline architecture; object oriented design; real-time image processing; real-time target detection; software framework; Cameras; Hyperspectral imaging; Object detection; Pipelines; Pixel; Real time systems; GPU; Hyperspectral; Mixture models; Real-time; Target detection;
fLanguage
English
Publisher
ieee
Conference_Titel
Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS), 2010 2nd Workshop on
Conference_Location
Reykjavik
Print_ISBN
978-1-4244-8906-0
Electronic_ISBN
978-1-4244-8907-7
Type
conf
DOI
10.1109/WHISPERS.2010.5594940
Filename
5594940
Link To Document