A Multiple-stage Classification of Fall Motions Using Kinect Camera.
Orasa PatsaduBunthit WatanapaChakarida NukoolkitPublished in: IC2IT (2017)
Keyphrases
- depth cameras
- classification accuracy
- decision trees
- machine learning
- feature extraction
- multiple stages
- multiple cameras
- preprocessing stage
- feature space
- face recognition
- image sequences
- real time
- hand eye calibration
- depth data
- object motion
- hand held
- overlapping views
- depth map
- pose estimation
- text classification
- image classification
- camera motion
- motion model
- human motion
- depth information
- video camera
- focal length
- support vector machine svm
- vision system
- support vector machine
- optical flow
- video sequences
- feature selection