Dataset Denoising Based on Manifold Assumption

Figure 8

Denoising images’ comparison. Three classical image denoising methods and our method are applied to image with five types of noise. Our method could eliminate this noise, whereas the classical image denoising methods could not deal with brightness noise, rotation noise, and scaling noise.