Pre-impact Alarm System for Fall Detection Using MEMS Sensors and HMM-based SVM Classifier.
Shengyun LiangTianyue ChuDan LinYunkun NingHuiqi LiGuoru ZhaoPublished in: EMBC (2018)
Keyphrases
- svm classifier
- fall detection
- support vector machine
- support vector machine svm
- support vector
- image classification
- infrared video
- detection algorithm
- training set
- feature vectors
- fuzzy inference
- svm classification
- kernel function
- semi supervised
- indoor environments
- features extraction
- multi camera
- image features
- data fusion
- multi sensor
- feature extraction
- real time
- learning algorithm