Journal of Infrared and Millimeter Waves, Volume. 43, Issue 6, 833(2024)
An adaptive denoising of the photon point cloud based on two-level voxel
[1] Cao B C, Fang Y, Jiang Z Z et al. Implementation and accuracy evaluation of ICESat-2 ATL08 denoising algorithm[J]. Bulletin of Surveying and Mapping.
[2] Chen B, Pang Y, Li Z et al. Potential of forest parameter estimation using metrics from photon counting LiDAR data in howland research forest[J]. Remote Sensing, 11, 856(2019).
[3] Rosette J, Field C, Nelson R et al. A new photon-counting lidar system for vegetation analysis[J]. Conference Secretariat, 16-20,(2011).
[4] Mcgill M, Markus T, Scott V S et al. The multiple altimeter beam experimental lidar(MABEL): an airborne simulator for theICESat-2 mission[J]. Journal of Atmospheric & Oceanic Technology, 30, 345-352(2013).
[5] Xu Y T. Research on single photon laser altimeter data processing technology - taking mabel data as an example[D]. Xi'an University of Science and Technology.
[6] Qin L, Xing Y Q, Huang J P et al. Adaptive denoising and classification algorithm for ICESat-2 airborne experimental photon cloud data[J]. Journal of Remote Sensing.
[7] Jiao H -H, Xie J F, Liu R et al. Analysis of photon counting LiDAR denoising method for spaceborne earth observation[J]. Spacecraft Recovery & Remote Sensing.
[8] Magruder L A, Wharton M E I, Stout K D et al. Noise filtering techniques for photon-counting LADAR data[J]. Proceedings of SPIE - The International Society for Optical Engineering, 8379, 24(2012).
[9] Chan T F, Vese L A. Active contours without edges[J]. IEEE Transactions on image processing, 10, 266-277(2001).
[10] Brunt K M, Neumann T A, Walsh K M et al. Determination of local slope on the greenland ice sheet using a multibeam photon-counting lidar in preparation for the ICESat-2 mission[J]. IEEE Geoscience and Remote Sensing Letters, 11, 935-939(2013).
[11] Xia S B, Wang C, Xi X H et al. ICESat-2 airborne test point cloud filtering and vegetation height inversion[J]. Journal of Remote Sensing.
[12] Li K, Zhang Y S, Tong X C et al. Single photon LiDAR data denoising and filtering algorithm[J]. Navigation and Control.
[13] Xu Yi-Teng, Li Guo-Yuan, Qiu Chun-Xia et al. Single photon laser data processing technology based on terrain correlation and least squares curve fitting[J]. Infrared and Laser Engineering.
[14] Chen B, Pang Y, Li Z et al. Forest signal detection for photon counting LiDAR using Random Forest[J]. Remote Sensing Letters, 11, 37-46(2020).
[15] Nie S, Wang C, Xi X et al. Estimating the vegetation canopy height using micro-pulse photon-counting LiDAR data[J]. Optics Express, 26, A520-A540(2018).
[16] Zhu X, Nie S, Wang C et al. A ground elevation and vegetation height retrieval algorithm using micro-pulse photon-counting lidar data[J]. Remote Sensing, 10, 1962(2018).
[17] Popescu S C, Zhou T, Nelson R et al. Photon counting LiDAR: An adaptive ground and canopy height retrieval algorithm for ICESat-2 data[J]. Remote Sensing of Environment, 208, 154-170(2018).
[18] Tang H, Swatantran A, Barrett T et al. Voxel-based spatial filtering method for canopy height retrieval from airborne single-photon lidar[J]. Remote Sensing, 8, 771(2016).
[19] Tong L, Deying C, Zhaodong C et al. Voxel-based spatial elongation filtering method for airborne single-photon LiDAR data[J]. Optics express, 28, 3922-3931(2020).
[20] Li H, Fan Y Q, Liu H J. Point cloud map processing method based on VoxelGrid filtering[J]. Practical Electronics.
[21] Zhou Y, Tuzel O. VoxelNet: End-to-end learning for point cloud based 3D object detection[C], 4490-4499(2018).
[22] Zeng W, Karaoglu S, Gevers T. Pano2Scene: 3D indoor semantic scene reconstruction from a single indoor panorama image[C](2020).
[23] Zhang J, Kerekes J. An adaptive density-based model for extracting surface returns from photon-counting laser altimeter data[J]. IEEE Geoscience and Remote Sensing Letters, 12, 726-730(2014).
[24] Zhu X, Nie S, Wang C et al. A noise removal algorithm based on OPTICS for photon-counting LiDAR data[J]. IEEE Geoscience and Remote Sensing Letters, 18, 1471-1475(2020).
[26] Huang C M, Gong Z T. Characteristics of soil occurrence in mountainous areas of Jianfengling, Hainan Island[J]. Journal of Mountain Science,.
[27] Zhou Q Y, Park J, Koltun V. Open3D: a modern library for 3D data processing[J]. ArXiv preprint, 09847(2018).
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Zhen-Hua WANG, Wu-Zhong YANG, Xiang-Feng LIU, Feng- Xiang WANG, Wei-Ming XU, Rong SHU. An adaptive denoising of the photon point cloud based on two-level voxel[J]. Journal of Infrared and Millimeter Waves, 2024, 43(6): 833
Category: Infrared Optoelectronic System and Application Technology
Received: Mar. 27, 2024
Accepted: --
Published Online: Dec. 13, 2024
The Author Email: Wei-Ming XU (xuwm@mail.sitp.ac.cn), Rong SHU (shurong@mail.sitp.ac.cn)