Optics and Precision Engineering, Volume. 26, Issue 1, 161(2018)
Full-waveform LiDAR data decomposition based on skew-normal distribution with unknown number of components
[2] [2] WAGNER W, ULLRICH A, DUCIC V, et al.. Gaussian decomposition and calibration of a novel small-footprint full-waveform digitising airborne laser scanner [J]. ISPRS Journal of Photogra mmetry and Remote Sensing, 2006, 60(2): 100-112.
[4] [4] ZHOU J P, ZHANG A W, WANG SH M. Processing and application of small-footpring full-waveform airborne LiDAR data [J]. Bulletin of Surveying and Mapping, 2013(1): 10-13. (in Chinese)
[5] [5] CHAUVE A, MALLET C, BRETAR F, et al.. Processing full-waveform Lidar data: modelling raw signals[C]. ISPRS Workshop on Laser Scanning 2007 and SilviLaser 2007, ISPRS, 2007: 102-107.
[6] [6] LIU F, TAN CH. Study of decomposition of full waveform airborne laser scanner data [J]. Journal of Central South University of Forestry & Technology, 2010, 30(8): 148-154. (in Chinese)
[7] [7] WANG S Y, MA H CH, WANG J D, et al.. Gaussian decomposition of full-waveform LiDAR based on grouping LM algorithm [J]. Geomatics & Spatial Information Technology, 2016, 39(7): 144-147. (in Chinese)
[8] [8] PERSSON, SDERMAN U, TPEL J, et al.. Visualization and analysis of full-waveform airborne laser scanner data[C]. Workshop on “Laser Scanning 2005”, ISPRS, 2005: 103-108.
[9] [9] Ma H CH, LI Q. Modified EM algorithm and its application to the decomposition of laser scanning waveform data [J]. Journal of Remote Sensing, 2009, 13(1): 35-41.(in Chinese)
[10] [10] WANG R, XING Y Q, SUN X T, et al.. Research progress on airborne large footprint LiDAR data in estimation of forest structure parameters [J]. Remote Sensing Information, 2015, 30(3): 3-9, 23. (in Chinese)
[11] [11] PANG Y. Forest Parameters Inversion Using Spaceborne in SAR and Lidar Technology [D]. Beijing: Institute of Remote Sensing Application Chinese Academy of Science, 2005. (in Chinese)
[12] [12] PANG Y, LI Z Y, MICHAEL L, et al.. Effects of terrain on the large footprint lidar waveform of forests [J]. Forest Research, 2007, 20(4): 464-468. (in Chinese)
[14] [14] ZHAO Q H, LI H Y, LI Y. Gaussian mixture model with variable components for full waveform LiDAR data decomposition and RJMCMC algorithm [J]. Acta Geodaetica et Cartographica Sinica, 2015, 44(12): 1367-1377. (in Chinese)
Get Citation
Copy Citation Text
ZHAO Quan-hua, CHEN Wei-duo, WANG Yu, LI Yu. Full-waveform LiDAR data decomposition based on skew-normal distribution with unknown number of components[J]. Optics and Precision Engineering, 2018, 26(1): 161
Category:
Received: May. 15, 2017
Accepted: --
Published Online: Mar. 14, 2018
The Author Email: Quan-hua ZHAO (zhaoquanhua@lntu.edu.cn)