A new temporal based target detection algorithm was presented by using static background elimination to deal with the drawback of large scale data processing and real-time implementation in temporal filtering. Firstly. a uniform model was developed based on the temporal behavior of different types of pixels. And the parameter of the model was estimated by introducing least square method. https://www.tourettebrewing.com/