%0 Journal Article
%T Vision-based system model for detecting violence against children
%J MethodsX
%D 2020
%A Hammami, Samir Marwan
%A Alhammami, Muhammad
%V 7
%N 
%P 104-108
%X 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>
%G en
%I Elsevier Publishing
%@ 2215-0161
%U http://dx.doi.org/10.1016/j.mex.2019.11.017