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A change in measurement of speed or vector of an object or objects in the field of view is called motion. Detection of motion can be achieved by electronic devices or mechanical devices that interact or quantify the changes in the given environment. In this paper, a monitoring system is being enhanced utilizes motion detection technology with modified internationally recognized algorithms, implemented in C sharp and Matlab programming language. The result of this study is expected to be beneficial and able to assist users on effective motion detection and analysis. Four different motion detectors are being compared. The assessment includes three trials in three different speeds of motion and Morph filter has given a better and smooth detection. In conclusion, an effective motion assessment and monitoring system has been developed for the improvement of the motion detection ability.