Most existing algorithms analyze pixels separately, lead to misjudge in process slow-moving object and reciprocating-moving object. According to this, one new method is presented. This method evaluates the credibility of every pixel values as background by analyze the stability, appear frequency and spatial relations of one pixel value. Compare to existing algorithms, this algorithm not only adapt to environment changes and background disruption but also adapt to slow-moving object and reciprocating-moving object.