In the future, more functions and components will be developed and integrated into this framework to extend the scope of applications in real life, especially in human activities understanding. Due to lack of time, suitalbe mate- rials, and testing environments, at the moment, the proposed framework was evaluated in the locally-distributed camera network simulation environment. Nevertheless, the largely- distributed networks will be investigated soon to evaluate thoroughly the productivity of the proposed frameworks.