1. A computerized robust cell kinetic recognition method for moving cell detection from temporal image sequence comprising the steps of: a) Inputting an image sequence containing a current image; b) Performing dynamic spatial-temporal reference generation using the image sequence having dynamic reference image output; c) Performing reference based object segmentation having initial object segmentation output.