Deep Learning in Forest Structural Parameter Estimation Using Airborne LiDAR Data.
Hao LiuXin ShenLin CaoTing YunZhengnan ZhangXiaoyao FuXinxin ChenFangzhou LiuPublished in: IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. (2021)
Keyphrases
- parameter estimation
- lidar data
- deep learning
- maximum likelihood
- unsupervised learning
- urban environments
- model selection
- least squares
- point cloud
- high resolution
- markov random field
- expectation maximization
- em algorithm
- urban areas
- machine learning
- watershed segmentation
- mental models
- hyperspectral imagery
- weakly supervised
- point correspondences
- image sequences
- state space