GPU-accelerated Computation of 3D Laser Radar Range Imaging of Arbitrary Coarse Targets

作者: Jiaxuan Lin , Zhensen Wu , Xiang Su , Jiaji Wu , Biao Wang

DOI: 10.1109/ICPADS.2012.142

关键词:

摘要: We report here a backscattering model of average signal power function (SPF) for laser radar 3D range imagery obtained by arrays detectors arbitrary coarse targets. The relates the seen receiver with pulse, target shape, optical scattering properties surface material, incidence angle and other factors. property material is characterized bidirectional reflectance distribution (BRDF). can be used demonstration system also to generate library data sets automatic recognition (ATR). Finally, Compute Unified Device Architecture (CUDA) introduced parallelizing these algorithms. acceleration reaches 56 times speedup on single Fermi-generation NVIDIA GTX 480 as compared traditional CPU version code Intel i7 930 CPU.

参考文章(12)
YanJun Gong, ZhenSen Wu, MingJun Wang, YunHua Cao, Laser backscattering analytical model of Doppler power spectra about rotating convex quadric bodies of revolution Optics and Lasers in Engineering. ,vol. 48, pp. 107- 113 ,(2010) , 10.1016/J.OPTLASENG.2009.08.001
Richard D. Richmond, Roger Stettner, Howard Bailey, Laser radar focal plane array for three-dimensional imaging Proceedings of SPIE. ,vol. 2748, pp. 61- 67 ,(1996) , 10.1117/12.243573
Ove K. Steinvall, Tomas Carlsson, Three-dimensional laser radar modeling Proceedings of SPIE. ,vol. 4377, pp. 23- 34 ,(2001) , 10.1117/12.440110
Jin Wang, Juha Kostamovaara, Radiometric analysis and simulation of signal power function in a short-range laser radar Applied Optics. ,vol. 33, pp. 4069- 4076 ,(1994) , 10.1364/AO.33.004069
Richard M. Marino, Timothy Stephens, Robert E. Hatch, Joseph L. McLaughlin, James G. Mooney, Michael E. O'Brien, Gregory S. Rowe, Joseph S. Adams, Luke Skelly, Robert C. Knowlton, Stephen E. Forman, W. R. Davis, A compact 3D imaging laser radar system using Geiger-mode APD arrays: system and measurements Laser Radar Technology and Applications VIII. ,vol. 5086, pp. 1- 15 ,(2003) , 10.1117/12.501581
Rick Heinrichs, Brian F. Aull, Richard M. Marino, Daniel G. Fouche, Alexander K. McIntosh, John J. Zayhowski, Timothy Stephens, Michael E. O'Brien, Marius A. Albota, Three-dimensional laser radar with APD arrays Proceedings of SPIE. ,vol. 4377, pp. 106- 117 ,(2001) , 10.1117/12.440098
Yanhui Li, Zhensen Wu, Targets recognition using subnanosecond pulse laser range profiles. Optics Express. ,vol. 18, pp. 16788- 16796 ,(2010) , 10.1364/OE.18.016788
Peter Cho, Hyrum Anderson, Robert Hatch, Prem Ramaswami, Real-Time 3-D Ladar Imaging hpcmp users group conference. pp. 321- 326 ,(2006) , 10.1109/HPCMP-UGC.2006.63
Hanlu Zhang, Yunhua Cao, Geng Zhang, Zhensen Wu, Measurement and statistical modeling of BRDF of various samples Optica Applicata. ,vol. 40, ,(2010)