A method of automatic extraction of parameters of multi-LoD BIM models for typical components in wooden architectural-heritage structures.
Haoyu LiuLinlin XieLiwen ShiMiaole HouAiqun LiYungang HuPublished in: Adv. Eng. Informatics (2019)
Keyphrases
- automatic extraction
- probabilistic model
- sensitivity analysis
- parameter estimation
- preprocessing
- parameter selection
- parametric models
- linear model
- linear regression
- parameter space
- maximum likelihood estimation
- detection method
- cost function
- significant improvement
- prior knowledge
- fine tuning
- parameter settings
- computational complexity
- image statistics
- gaussian model
- neural network
- prediction model
- statistical methods
- em algorithm
- expectation maximization
- feature space
- digital libraries