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This paper describes an interactive application that employs a modular approach to solve the problem of detecting abandoned and removed objects in a video stream in real time. The system breaks down this difficult task into a series of simpler sub-tasks and solves each through a separate module. Since different modules are independent of each other, each may utilize several different methods for solving...