Research Article

A Combined One-Class SVM and Template-Matching Approach for User-Aided Human Fall Detection by Means of Floor Acoustic Features

Table 2

Composition of the training-set.

Class Number of occurrences Total length (s)

Human activity 320 593
Music 627 1180

Total 947 1773