APPLIED LASER, Volume. 41, Issue 6, 1301(2021)
Exploration of Individual Tree Segmentation Method in Subtropical Coniferous Forest Using Airborne Radar Data
[6] [6] 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, 2006, 72(8): 923-932.
[7] [7] REITBERGER J, SCHNRR C, KRZYSTEK P, et al. 3D segmentation of single trees exploiting full waveform LIDAR data[J]. ISPRS Journal of Photogrammetry and Remote Sensing, 2009, 64(6): 561-574.
[8] [8] 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, 2017, 43(1): 16-27.
[12] [12] POPESCU S C. Estimating biomass of individual pine trees using airborne lidar[J]. Biomass and Bioenergy, 2007, 31(9): 646-655.
[13] [13] KOCH B, HEYDER U, WEINACKER H. Detection of individual tree crowns in airborne lidar data[J]. Photogrammetric Engineering & Remote Sensing, 2006, 72(4): 357-363.
[14] [14] SOKOLOVA M, JAPKOWICZ N, SZPAKOWICZ S. Beyond accuracy, F-score and ROC: A family of discriminant measures for performance evaluation[C]//AI 2006: Advances in Artificial Intelligence.[S.l.: s.n.], 2006: 1015-1021. DOI:10.1007/11941439_114.
[15] [15] LI W K, GUO Q H, JAKUBOWSKI M K, et al. A new method for segmenting individual trees from thelidar point cloud[J]. Photogrammetric Engineering & Remote Sensing, 2012, 78(1): 75-84.
[16] [16] ESTER M, KRIEGEL H P, SANDER J, et al. A density-based algorithm for discovering clusters in large spatial databases with noise[C]//KDD’96: Proceedings of the Second International Conference on Knowledge Discovery and Data Mining.[S.l.: s.n.], 1996: 226-231.
[18] [18] GOUTTE C, GAUSSIER E. A probabilistic interpretation of precision, recall and F-score, with implication for evaluation[C]//Advances in Information Retrieval.[S.l.: s.n.], 2005: 345-359.
Get Citation
Copy Citation Text
Hu Yingxiang, Gao Hongqi, Xia Wanqiu, Huang Qihuan, Chen Zhixin, Wang Dezhu. Exploration of Individual Tree Segmentation Method in Subtropical Coniferous Forest Using Airborne Radar Data[J]. APPLIED LASER, 2021, 41(6): 1301
Received: Jan. 4, 2020
Accepted: --
Published Online: Feb. 17, 2022
The Author Email: Yingxiang Hu (1132248843@qq.com)