Adaptive noise filtering for single photon Lidar observations
作者： Xiao Wang , Craig Glennie , Zhigang Pan
DOI: 10.1109/IGARSS.2017.8127718
关键词: Lidar 、 Histogram 、 Computer science 、 Noise (signal processing) 、 Algorithm 、 Point cloud 、 Ellipsoid 、 Point (geometry) 、 Noise spectral density 、 Statistical hypothesis testing 、 Filter (signal processing)
摘要: … The large amount of noise returns in single photon Lidar (SPL) point clouds represent a significant challenge for the utilization of these new generation laser scanning systems. …
sci-hub.se 参考文章(11)
Mahsa S. Moussavi, Waleed Abdalati, Ted Scambos, Amy Neuenschwander, Applicability of an automatic surface detection approach to micro-pulse photon-counting lidar altimetry data: implications for canopy height retrieval from future ICESat-2 data Journal of remote sensing. ,vol. 35, pp. 5263- 5279 ,(2014) , 10.1080/01431161.2014.939780
John J. Degnan, David Wells, Roman Machan, Edward Leventhal, Second generation airborne 3D imaging lidars based on photon counting Proceedings of SPIE, the International Society for Optical Engineering. ,vol. 6771, ,(2007) , 10.1117/12.732086
John J. Degnan, Christopher T. Field, Moderate to high altitude, single photon sensitive, 3D imaging lidars Proceedings of SPIE. ,vol. 9114, ,(2014) , 10.1117/12.2049995
Ute Christina Herzfeld, Brian W. McDonald, Bruce F. Wallin, Thomas A. Neumann, Thorsten Markus, Anita Brenner, Christopher Field, Algorithm for Detection of Ground and Canopy Cover in Micropulse Photon-Counting Lidar Altimeter Data in Preparation for the ICESat-2 Mission IEEE Transactions on Geoscience and Remote Sensing. ,vol. 52, pp. 2109- 2125 ,(2014) , 10.1109/TGRS.2013.2258350
Svante Wold, Kim Esbensen, Paul Geladi, Principal component analysis Chemometrics and Intelligent Laboratory Systems. ,vol. 2, pp. 37- 52 ,(1987) , 10.1016/0169-7439(87)80084-9
D. Gwenzi, M. A. Lefsky, Prospects of photon counting lidar for savanna ecosystem structural studies The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. pp. 141- 147 ,(2014) , 10.5194/ISPRSARCHIVES-XL-1-141-2014
Xiao Wang, Zhigang Pan, Craig Glennie, A Novel Noise Filtering Model for Photon-Counting Laser Altimeter Data IEEE Geoscience and Remote Sensing Letters. ,vol. 13, pp. 947- 951 ,(2016) , 10.1109/LGRS.2016.2555308
Anu Swatantran, Hao Tang, Terence Barrett, Phil DeCola, Ralph Dubayah, Rapid, High-Resolution Forest Structure and Terrain Mapping over Large Areas using Single Photon Lidar. Scientific Reports. ,vol. 6, pp. 28277- ,(2016) , 10.1038/SREP28277
Hao Tang, Anu Swatantran, Terence Barrett, Phil DeCola, Ralph Dubayah, Voxel-Based Spatial Filtering Method for Canopy Height Retrieval from Airborne Single-Photon Lidar Remote Sensing. ,vol. 8, pp. 771- ,(2016) , 10.3390/RS8090771