For the majority of image processing techniques and applications, denoising a photo is a must. The Taylor series is used to suggest a new conjugate gradient scalar. Together with the descent property, the novel formula satisfies the convergence properties. Lastly, we provide a few illustrations of picture restoration using the suggested conjugate gradient technique.