Gear thread edge is the most important character in gear thread detection.The quality of edge detection will influence the detection precision directly.Based on the gear thread's character,noise reduction and edge processing is realized with wavelet transform.The result is obviously better than other traditional edge detection operators.It has a great meaning in the improvement of gear thread detection.