Chinese Journal of Lasers, Volume. 50, Issue 6, 0610002(2023)
Single Tree Segmentation Method for Terrestrial LiDAR Point Cloud Based on Connectivity Marker Optimization
[1] Li Z Y, Pang Y, Liu Q W[M]. Technology and method of lidar forest parameter inversion(2015).
[2] Xing W L. Study of forest TLS point cloud data automatic registration algorithm[D](2018).
[3] Li Z Y, Liu Q W, Pang Y. Review on forest parameters inversion using LiDAR[J]. Journal of Remote Sensing, 20, 1138-1150(2016).
[4] He X Y, Ren C Y, Chen L et al. The progress of forest ecosystems monitoring with remote sensing techniques[J]. Scientia Geographica Sinica, 38, 997-1011(2018).
[5] Xie F, Yang F B, Wei H. Urban tree extraction method based on LiDAR data and orthophoto[J]. Laser & Optoelectronics Progress, 59, 0428005(2022).
[6] Chen X Y, Yun T, Xue L F et al. Classification of tree species based on LiDAR point cloud data[J]. Laser & Optoelectronics Progress, 56, 122801(2019).
[7] Zhong L S, Cheng L, Xu H et al. Segmentation of individual trees from TLS and MLS data[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 10, 774-787(2017).
[8] Bu G C, Wang P. Adaptive estimation method for diameter at breast height based on terrestrial laser scanning[J]. Laser & Optoelectronics Progress, 53, 082803(2016).
[9] Xing W L, Xing Y Q, Huang Y et al. Individual tree segmentation of TLS point cloud data based on clustering of voxels layer by layer[J]. Journal of Central South University of Forestry & Technology, 37, 58-64, 71(2017).
[10] Yang Y Z. Tree point cloud data processing and 3D modeling based on terrestrial LiDAR[D](2020).
[11] Liu L X. Retrieving vertical structural parameters of forest using terrestrial and airborne laser scanning data[D](2014).
[12] Kaartinen H, Hyyppä J, Yu X W et al. An international comparison of individual tree detection and extraction using airborne laser scanning[J]. Remote Sensing, 4, 950-974(2012).
[13] Ayrey E, Fraver S, Kershaw J A et al. Layer stacking: a novel algorithm for individual forest tree segmentation from LiDAR point clouds[J]. Canadian Journal of Remote Sensing, 43, 16-27(2017).
[14] Ferraz A, Bretar F, Jacquemoud S et al. 3-D mapping of a multi-layered Mediterranean forest using ALS data[J]. Remote Sensing of Environment, 121, 210-223(2012).
[15] Dai W X, Yang B S, Dong Z et al. A new method for 3D individual tree extraction using multispectral airborne LiDAR point clouds[J]. ISPRS Journal of Photogrammetry and Remote Sensing, 144, 400-411(2018).
[16] Hui Z, Li N, Xia Y et al. Individual tree extraction from UAV lidar point clouds based on self-adaptive Mean shift segmentation[J]. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, V-1-2021, 25-30(2021).
[17] Ma Z Y, Pang Y, Wang D et al. Individual tree crown segmentation of a larch plantation using airborne laser scanning data based on region growing and canopy morphology features[J]. Remote Sensing, 12, 1078(2020).
[18] Huo L N, Zhang X L. Individual tree information extraction and accuracy evaluation based on airborne LiDAR point cloud by multilayer clustering method[J]. Scientia Silvae Sinicae, 57, 85-94(2021).
[19] Hao H K. Inversion of forest parameters using airborne LiDAR[D](2019).
[20] Chen Q, Baldocchi D, Gong P et al. Isolating individual trees in a savanna woodland using small footprint lidar data[J]. Photogrammetric Engineering & Remote Sensing, 72, 923-932(2006).
[21] Jing L H, Hu B X, Li J L et al. Automated delineation of individual tree crowns from lidar data by multi-scale analysis and segmentation[J]. Photogrammetric Engineering & Remote Sensing, 78, 1275-1284(2012).
[22] Zhao D, Pang Y, Li Z Y et al. Isolating individual trees in a closed coniferous forest using small footprint lidar data[J]. International Journal of Remote Sensing, 35, 7199-7218(2014).
[23] Liu L, Lim S, Shen X S et al. A hybrid method for segmenting individual trees from airborne lidar data[J]. Computers and Electronics in Agriculture, 163, 104871(2019).
[24] Zhang W M, Qi J B, Wan P et al. An easy-to-use airborne LiDAR data filtering method based on cloth simulation[J]. Remote Sensing, 8, 501(2016).
[26] Liang X L, Hyyppä J, Kaartinen H et al. International benchmarking of terrestrial laser scanning approaches for forest inventories[J]. ISPRS Journal of Photogrammetry and Remote Sensing, 144, 137-179(2018).
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Zhenyang Hui, Na Li, Penggen Cheng, Zhuoxuan Li, Zhaochen Cai. Single Tree Segmentation Method for Terrestrial LiDAR Point Cloud Based on Connectivity Marker Optimization[J]. Chinese Journal of Lasers, 2023, 50(6): 0610002
Category: remote sensing and sensor
Received: Jan. 26, 2022
Accepted: Jun. 7, 2022
Published Online: Mar. 6, 2023
The Author Email: Cheng Penggen (198560017@ecut.edu.cn)