DocumentCode :
2633500
Title :
Using full motion 3D Flash LIDAR video for target detection, segmentation, and tracking
Author :
Natale, Donald J. ; Tutwiler, Richard L. ; Baran, Matthew S. ; Durkin, John R.
Author_Institution :
Appl. Res. Lab., Pennsylvania State Univ., University Park, PA, USA
fYear :
2010
fDate :
23-25 May 2010
Firstpage :
21
Lastpage :
24
Abstract :
It is now the case that well-performing flash LIDAR focal plane array devices are commercially available. Such devices give us the ability to measure and record registered 3D point cloud sequences at video frame rates. For target detection and tracking applications this allows the processes of structure from motion or multi-view stereo reconstruction to be circumvented. This allows us to construct simple and robust real-time 3D detection and tracking systems. The goal of this work is to demonstrate for the first time a proof-of-concept system using a commercial 3D Flash LIDAR camera. The system will accomplish the detection, segmentation, and tracking of human sized objects using a combination of fundamental point cloud processing algorithms. With marginal refinement efforts the result of this work is directly applicable to perimeter surveillance and site security.
Keywords :
focal planes; image motion analysis; image reconstruction; image segmentation; image sequences; object detection; optical radar; stereo image processing; target tracking; video cameras; flash LIDAR focal plane array devices; full motion 3D flash LIDAR video camera; fundamental point cloud processing algorithms; human sized object detection; motion stereo reconstruction; multiview stereo reconstruction; perimeter surveillance; registered 3D point cloud sequence recording; robust real-time 3D detection system; site security; target detection; target segmentation; target tracking; tracking systems; Cameras; Clouds; Humans; Laser radar; Object detection; Real time systems; Robustness; Security; Surveillance; Target tracking;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Image Analysis & Interpretation (SSIAI), 2010 IEEE Southwest Symposium on
Conference_Location :
Austin, TX
Print_ISBN :
978-1-4244-7801-9
Type :
conf
DOI :
10.1109/SSIAI.2010.5483929
Filename :
5483929
Link To Document :
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