The present invention relates to an automated surveillance system for cot for monitoring an infant or child. The said automated surveillance system comprises of an adequately positioned video camera (10), an adequately positioned light source (12) and wherein processing the resulting information via innovative computer vision algorithms and wherein the positioning of the light source (12) and camera (10) are such that it would make effect of a shadow magnification for processing purpose.