A Novel Framework for Human Action Recognition Based on Features Fusion and Decision Tree

Multi-Sensor-Based Action Monitoring and Recognition via Hybrid Descriptors and Logistic Regression

“…human health and fitness conditions, has increased [1], [2], [3], [4], especially for ambient assisted-living. To increase the performance of their recognition systems, many researchers in this field have utilized inertial sensors, while others have employed depth or RGB sensors [5], [6], [7], [8]. The wide range of applications of HAR systems include smart home environments [9], security surveillance [10], and human health monitoring [11].…”