A service-oriented approach for classifying 3D points clouds by example of office furniture classification.
Vladeta StojanovicMatthias TrappRico RichterJürgen DöllnerPublished in: Web3D (2018)
Keyphrases
- automatic classification
- hierarchical classification
- automatically classify
- pattern classification
- decision trees
- classification accuracy
- data sets
- pattern recognition
- feature selection
- data points
- preprocessing
- support vector
- classification scheme
- classification process
- service oriented
- pre classified
- support vector machine svm
- feature extraction
- pairwise
- management system
- supervised learning
- image classification
- point sets
- feature space
- mobile robot
- end users
- support vector machine
- service quality
- classification rules
- machine learning methods
- classification method
- classification algorithm
- svm classifier
- service providers
- data management
- training samples
- model selection