A Novel Detection Model and Its Optimal Features to Classify Falls from Low- and High-Acceleration Activities of Daily Life Using an Insole Sensor System.
Benjamin CatesTaeyong SimHyun Mu HeoBori KimHyunggun KimJoung Hwan MunPublished in: Sensors (2018)
Keyphrases
- daily life
- probabilistic model
- high sensitivity
- object model
- expert systems
- false positives
- dynamic programming
- object detection
- unsupervised learning
- smart devices
- data mining
- classification models
- activity recognition
- detection algorithm
- context aware
- text classification
- prior knowledge
- feature vectors
- reinforcement learning
- training data
- similarity measure
- feature extraction
- computer vision
- machine learning