From Flat to Spatial: Comparison of 4 methods constructing 3D, 2 and 1/2D Models from 2D Plans with neural networks.
Jacob SamKaran PatelMike SaadPublished in: CoRR (2024)
Keyphrases
- neural network
- machine learning methods
- statistical models
- neural nets
- statistical methods
- significant improvement
- pattern recognition
- probabilistic model
- data mining techniques
- empirical studies
- predictive power
- mathematical models
- spatio temporal
- data sets
- spatial and temporal
- neural models
- predictive model
- linear models
- monte carlo simulation
- hybrid models
- neural network model
- spatial information
- statistical model
- complex systems
- benchmark datasets
- parameter estimation
- dynamic environments
- computational cost
- preprocessing