Pascal Houssam SALMANE received his mechanical engineering diploma in 2008 from faculty of engineering Lebaneese university, and a Masters Degree on automatic robotic and Computer Vision at University of Montpellier 2, Lirmm, France in 2009. In 2013, he received his PhD degree on Automatic, Information Engineering, Image and signal processing from UTBM. Currently, he is a research scientist at the CEREMA institute (Centre for Studies and Expertise on Risks, Environment, Mobility, and Urban and Country planning). His research interests include computer vision, event detection, probabilistic network, modelling, etc.