The addition of low cost multimedia hardware to sensors fostered the development of Wireless Multimedia Sensor Networks [2], allowing the retrieval of multimedia streams, and/or scalar sensor data. Wireless sensor networks have many application areas [2] such as multimedia surveillance sensor networks, storage of potentially relevant activities, traffic avoidance, enforcement and control system, and many more.