DocumentCode :
2030690
Title :
Real-Time 3-D Ladar Imaging
Author :
Cho, Peter ; Anderson, Hyrum ; Hatch, Robert ; Ramaswami, Prem
Author_Institution :
MIT Lincoln Lab., Lexington, MA
fYear :
2006
fDate :
26-29 June 2006
Firstpage :
321
Lastpage :
326
Abstract :
A prototype image processing system has recently been developed which generates, displays and analyzes three-dimensional ladar data in real-time. It is based upon a suite of novel algorithms that transform raw ladar data into cleaned 3-D images. These algorithms perform noise reduction, ground plane identification, detector response, deconvolution and illumination pattern renormalization. The system also discriminates static from dynamic objects in a scene. In order to achieve real-time throughput, we have parallelized these algorithms on a Linux cluster. We demonstrate that multiprocessor software plus Blade hardware result in a compact, real-time imagery generation adjunct to an operating ladar. Finally, we discuss interesting directions for future work like automatic recognition of moving people and real-time reconnaissance from mobile platforms. Such enhancements of our prototype imaging system can lead to multiple military and civilian applications of national importance
Keywords :
optical radar; radar computing; radar imaging; deconvolution; detector response; ground plane identification; illumination pattern renormalization; image processing system; noise reduction; real-time 3D ladar imaging; real-time imagery generation; Clustering algorithms; Data analysis; Detectors; Image analysis; Image processing; Laser radar; Noise reduction; Prototypes; Real time systems; Three dimensional displays;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
HPCMP Users Group Conference, 2006
Conference_Location :
Denver, CO
Print_ISBN :
0-7695-2797-3
Type :
conf
DOI :
10.1109/HPCMP-UGC.2006.63
Filename :
4134074
Link To Document :
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