This paper presents a sub-pixel ellipse detection algorithm on image identification of panda fiber endface.Using parameter separation and precision progressive increase method
the time complexity of the algorithm could be decreased to ((log n)).The average detection error of this algorithm is less than 0.04pixel under low noise image.This number will increase to 0.07pixel under the case of high noise and incomplete ellipse.