A real-time fall detection system using a wearable gait analysis sensor and a Support Vector Machine (SVM) classifier.
Naohiro ShibuyaBhargava Teja NukalaAmanda RodriguezJerry TsayTam Q. NguyenSteven ZupancicDonald Y. C. LiePublished in: ICMU (2015)
Keyphrases
- svm classifier
- support vector machine
- real time
- fall detection
- gait analysis
- markerless
- support vector machine svm
- support vector
- augmented reality
- feature vectors
- multi camera
- image classification
- motion analysis
- kernel function
- human identification
- multi class
- feature selection
- feature space
- training set
- detection algorithm
- human motion
- activity recognition
- training data
- multi sensor
- fuzzy inference
- semi supervised
- pattern recognition
- indoor environments
- image processing
- data mining
- feature extraction
- human body
- pose estimation
- vision system
- pairwise