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Support Vector Machine algorithm for human fall recognition Kinect-Based skeletal data
In this paper, a Support Vector Machine (SVM) algorithm for recognition falls and other activities based on skeletal data is proposed. Skeletal data, which will be extracted from capturing human body using a Kinect camera system, are obtained on three persons. In order to distinguish falling states such as lying, sitting and standing, the SVM will be applied for training and testing to validate the obtained data. There are three experiments...
7 p hcmute 30/06/2017 501 2
Từ khóa: Skeletal data, data acquisition, falling classification, SVM algorithm.