Automatic Branch-Leaf Segmentation and Leaf Phenotypic Parameter Estimation of Pear Trees Based on Three-Dimensional Point Clouds.
Haitao LiGengchen WuShutian TaoHao YinKaijie QiShaoling ZhangWei GuoSeishi NinomiyaYue MuPublished in: Sensors (2023)
Keyphrases
- parameter estimation
- point cloud
- three dimensional
- surface reconstruction
- maximum likelihood
- em algorithm
- least squares
- model selection
- parameter estimation algorithm
- model fitting
- leaf nodes
- markov random field
- segmentation algorithm
- level set
- random fields
- point sets
- decision trees
- segmentation method
- expectation maximization
- image segmentation
- point cloud data
- parameter estimates
- laser scanner
- structure from motion
- machine learning
- range images
- energy function
- multi view
- high dimensional
- implicit surfaces
- feature space
- computer vision