An Ensemble of Weak Classifiers for Pattern Recognition in Motion Capture Clouds of Points.
Juan Luis Jiménez-BasconesManuel GrañaPublished in: CORES (2017)
Keyphrases
- motion capture
- weak classifiers
- pattern recognition
- strong classifier
- human body
- human motion
- linear combination
- human computer interaction
- adaboost algorithm
- weak learners
- ensemble learning
- multi view
- training set
- computer graphics
- training samples
- machine learning
- computer vision
- object class
- mean shift
- classification error
- feature points
- learning algorithm
- boosting algorithms
- image processing
- data points
- image patches
- training data
- viewpoint
- support vector machine svm
- pairwise
- svm classifier
- object recognition
- base classifiers
- feature extraction
- spatio temporal
- data sets
- natural images
- dimensionality reduction