Automated data-driven method for creating digital building models from dense point clouds and images through semantic segmentation and parametric model fitting.
Mansour MehranfarMiguel Arturo Vega TorresAlexander BraunAndré BorrmannPublished in: Adv. Eng. Informatics (2024)
Keyphrases
- model fitting
- parametric models
- point cloud
- segmentation method
- parameter estimation
- input image
- image database
- semantic segmentation
- pairwise
- segmentation algorithm
- statistical model
- least squares
- image data
- probabilistic model
- object recognition
- similarity measure
- image registration
- point sets
- multiple images
- generative model
- feature extraction
- matching algorithm
- image matching
- closed form
- k means
- superpixels
- image analysis