Classification of human fall in top Viewed kinect depth images using binary support vector machine.
Sowmya KasturiKang-Hyun JoPublished in: HSI (2017)
Keyphrases
- depth images
- support vector machine
- gender recognition
- depth cameras
- kinect sensor
- support vector machine svm
- support vector
- pose estimation
- depth information
- depth data
- svm classifier
- feature vectors
- classification accuracy
- depth map
- low resolution
- random forests
- machine learning
- image classification
- training set
- time of flight
- multi class
- color information
- training data
- decision trees
- feature selection
- training samples
- data sets
- benchmark datasets
- class labels
- feature space
- feature extraction