The conjugate gradient methods are outstanding by choosing a suitable for coefficient conjugate. In this paper, modified version of the algorithm suggested Hideaki and Yasushi [4] is proposed in order to show that new method globally convergent, under standard assumptions. To exemplify efficiency method, its performance examined impulse noise removal images.