SpaRSE-BIM: Classification of IFC-based geometry via sparse convolutional neural networks.
Christoph EmundsNicolas PauenVeronika RichterJérôme FrischChristoph van TreeckPublished in: Adv. Eng. Informatics (2022)
Keyphrases
- dictionary learning
- convolutional neural networks
- classification accuracy
- sparse data
- support vector
- classification scheme
- sparse representation
- unsupervised learning
- machine learning
- sparse coding
- classification algorithm
- text classification
- machine learning algorithms
- image classification
- machine learning methods
- pattern classification
- object detection
- automatic classification
- preprocessing
- classification systems
- data sets
- sparse matrix
- compressed sensing
- compressive sensing
- decision trees
- feature extraction
- feature set
- high dimensional data
- linear combination