A new rapid human body measurement method based on depth sensor skeleton tracking is proposed. The method obtains the skeletal joint information and human depth data through depth sensor, so as to complete the measurement of part length and circumference in human body feature size. Experimental results show that this method can obtain more accurate results in a short time and realize the acquisition of some human body feature sizes in low space with low cost equipment.