TY  - JOUR
PY  - 2020//
TI  - Vision-based system model for detecting violence against children
JO  - MethodsX
A1  - Hammami, Samir Marwan
A1  - Alhammami, Muhammad
SP  - 104
EP  - 108
VL  - 7
IS  - 
N2  - We present in this paper a machine learning model for detecting violence against children. This model, which uses skeletal data acquired by depth sensors achieved a high accuracy violence detection rate of 99.03 %. In sum, this research method presents: •First ML-based method for detecting most common child abuses, which keeps the privacy of people by using only skeleton joints data.•The model has only two classes (violent action, non-violent action).•The model can be a base for other researches and implementations in schools by school psychologists and counselors.<br><br>© 2019 The Author(s).<p />  <p>Language: en</p>
LA  - en
SN  - 2215-0161
UR  - http://dx.doi.org/10.1016/j.mex.2019.11.017
ID  - ref1
ER  -