Real-time full-body human attribute classification in RGB-D using a tessellation boosting approach.
Timm LinderKai Oliver ArrasPublished in: IROS (2015)
Keyphrases
- real time
- feature selection
- support vector machine svm
- pattern recognition
- training set
- classification method
- cost sensitive
- benchmark datasets
- text classification
- image classification
- multiclass classification
- support vector machine
- classification accuracy
- feature space
- support vector
- feature extraction
- depth cameras
- machine learning
- improving classification accuracy
- decision rules
- class labels
- supervised learning
- decision trees
- machine learning methods
- classification rules
- ensemble classifier
- binary classification problems
- weak learners
- multiple classifier systems
- visual attributes
- upper body
- ensemble classification
- body shape
- learning algorithm