In order to achieve very good salt and pepper noise cancellation as well as preserving image detail,an adaptive median filter algorithm based on human vision system is proposed. First it determines the possible noisy pixels according to the noisy sensitive coefficient which is based on human vision system,then the noisy pixels is removed by the iterative median filtering algorithm,and the filter window size is adaptively adjusted. The algorithm has better filtering performance than the standard median filter and other improved median filters.