This paper suggests a scheme of image denoising based on two-dimensional discretewavelet transform. The denoising algorithm is described with some operators. By thresholdingthe wavelet transform coefficients of noisy images, the original image can be reconstructed cor-rectly. Different threshold selections and thresholding methods are discussed. A new robust localthreshold scheme is proposed. Quantifying the performance of image denoising schemes by using