People Identification Based on Sitting Patterns

Workshop on Ubiquitous Data Mining 2012

计算机科学

Nguyen Gia 1 ; Takuya Takimoto 2 ; Nguyen Doan Minh Giang 3

Others  :  http://ceur-ws.org/Vol-960/paper7.pdf
PID  :  28216

学科分类：计算机科学（综合）

来源: CEUR

【 摘 要 】

This paper proposes a people identification method basedon the sitting patterns. This method uses weak evidences from pres- sure sensors, accelerometer sensors, and light sensors placed on a chair to recognize who is sitting on the chair without any psycholog- ical and physical burden on users. We discuss how we have imple- mented the system using softmax regression model, gradient descent algorithm and nearest neighbor search algorithm. Our experimental result shows that this method can be used in places which has private