Sound source localization is an important task for developing innovative acoustic technology. One of the major application areas of source localization is acoustic-based surveillance, where intelligent systems making use of multiple distributed microphones can be used to detect, recognize and locate acoustic events both in outdoor and indoor environments.  These systems can be used to steer automatically video surveillance systems when some unexpected noise happens or to alert the user to suspicious activity.