Laser Technology, Volume. 45, Issue 5, 601(2021)
Single photon denoising algorithm combined with improved DBSCAN and statistical filtering
[1] [1] XU Q, XIE X M, ZHANG W, et al. The progress of semiconductor quantum dot based quantum emitter [J]. Laser Technology, 2020, 44(5):575-586(in Chinese).
[2] [2] TANG X M, LI G Y. Development and prospect of laser altimetry satellite [J]. International Space, 2017(11): 13-18(in Chinese).
[3] [3] LUO H J, ZHOU R L, ZHANG Y T. Theoretical analysis of detection performance and range accuracy of photon ladar[J]. Laser Technology, 2014, 38(3):411-416(in Chinese).
[4] [4] SHU R, HUANG G H, HOU L B, et al. Multi-channel photon counting three-dimensional imaging laser radar system using fiber array coupled Geiger-mode avalanche photodiode[J]. Proceedings of the SPIE, 2012,8542:1-10.
[5] [5] FANG J, SHE Ch, LIU J P. A denoising method based on photon counting lidar[J]. Ship Electronic Warfare, 2019, 42(4):10-15(in Chinese).
[6] [6] OH M S, KONG H J, KIM T H, et al. Multihit mode direct-detection laser radar system using a Geiger-mode avalanche photodiode[J]. Review of Scientific Instruments, 2010, 81(3):1-7.
[7] [7] FOUCHE D G. Detection and false-alarm probabilities for laser radars that use Geiger-mode detectors[J]. Applied Optics, 2003, 42(27): 5388-5398.
[8] [8] MILSTEIN A B, JIANG L A, LUU J X. Acquisition algorithm for direct-detection ladars with Geiger-mode avalanche photodiodes[J]. Applied Optics, 2008, 47(2):296-311.
[9] [9] HORAN K H, KEREKES J P. An automated statistical analysis approach to noise reduction for photon-counting lidar systems [C]//IEEE International Geoscience and Remote Sensing Symposium. NewYork, USA: IEEE, 2013: 4336-4339.
[10] [10] HERZFELD U C, MCDONALD B W, WALLIN B F, et al. Algorithm for detection of ground and canopy cover in micropulse photon-counting lidar altimeter data in preparation for the ICESat-2 mission [J].IEEE Transactions on Geoscience and Remote Sensing,2014,52(4) : 2109-2125.
[11] [11] LI K, ZHANG Y Sh, TONG X Ch, et al. Research on de-noising and filtering algorithm of single photon lidar data[J]. Navigation and Control, 2020,19(1):67-76(in Chinese).
[12] [12] LI M, GUO Y,YANG G, et al. A push-broom photon counting lidar point cloud filtering algorithm and its verification[J]. Science Technology and Engineering, 2017, 17(9):53-58 (in Chinese).
[13] [13] XU Y T, LI G Y, QIU Ch X, et al. Single-photon laser data processing technology based on terrain correlation and least square curve fitting[J]. Infrared and Laser Engineering, 2019, 48(12):148-157(in Chinese).
[14] [14] MCGILL M, MARKUS T, SCOTT V S, et al. The multiple altimeter beam experimental lidar (MABEL): An airborne simulator for the ICESat-2 mission[J]. Journal of Atmospheric and Oceanic Technology, 2013, 30(2): 345-352.
[15] [15] BRUNT K M, NEUMANN T A, AMUNDSON J M, et al. MABEL photon-counting laser altimetry data in Alaska for ICESat-2 simulations and development[J]. Cryosphere,2016,10(4):1707-1719.
[16] [16] YU F L. Research on ladar 3-D point cloud data processing methods based on single photon detection [D]. Harbin: Harbin University of Technology, 2016: 57-63(in Chinese).
[17] [17] ZHOU H, LI S, WANG L X, et al. Influence of noise on range error for satellite laser altimeter [J]. Infrared and Laser Engineering, 2015, 449(8): 2256 - 2261(in Chinese).
[18] [18] LIU Y, SUN Sh Y. Laser point cloud denoising based on principal component analysis and surface fitting[J]. Laser Technology, 2020, 44(4): 497-502(in Chinese).
[19] [19] WANG T, SHEN Y H, YAO J Q. Research on laser radar echo signal denoising based on wavelet threshold method[J]. Laser Technology, 2019, 43(1):63-68(in Chinese).
[20] [20] LIU Zh P, YU Q Y,CHA J F. Rapid transformation from spatial rectangular coordinates to two common coordinates[J].Science of Surveying and Mapping,2015,40(3):8-11(in Chinese).
[21] [21] SANG J. Non-iteration method for inversion of space geodetic rectangular coordinates and geodetic coordinates[J]. Bulletin of Surveying and Mapping, 2000(5):37-39(in Chinese).
Get Citation
Copy Citation Text
WEI Shuo, ZHAO Nanxiang, LI Minle, HU Yihua. Single photon denoising algorithm combined with improved DBSCAN and statistical filtering[J]. Laser Technology, 2021, 45(5): 601
Category:
Received: Sep. 29, 2020
Accepted: --
Published Online: Sep. 9, 2021
The Author Email: ZHAO Nanxiang (southfly@163.com)