Falls are one of the leading causes injury-related deaths among elderly worldwide. Effective detection falls can reduce risk complications and injuries. Fall be performed using wearable devices or ambient sensors; these methods may struggle with user compliance issues false alarms. Video cameras provide a passive alternative; however, regular red, green, blue (RGB) impacted by changing lighting...

In the past decade, LIght Detection And Ranging (LIDAR) has been recognised by both the commercial and public sector as a reliable and accurate source for land surveying. Object classification in LIDAR data tends towards data fusion by employing additional simultaneously recorded bands. In this paper, a supervised classification algorithm based on Maximum Likelihood is presented using high reso...