Abstract: In this talk a set of intelligent surveillance systems are presented. Possible solutions for solving automatic video surveillance challenges such as gradual and sudden illumination changes,
modifications in the background geometry, dynamic background, shadows and reflections are discussed. Different state-of-the-art approaches for detecting and recognizing object of interest in the monitored scene,
tracking them over time, and handling events are presented as well as examples and results from real systems.