X-Ray Breast Images Denoising Method Based on the Convolutional Autoencoder

Figure 4

Denoising results of different methods. (a) Noisy image (PSNR = 21.53 dB) (SSIM = 0.26). (b) Literature [14] (PSNR = 33.47 dB) (SSIM = 0.87). (c) Literature [15] (PSNR = 33.58) (SSIM = 0.83). (d) Literature [16] (PSNR = 36.18 dB) (SSIM = 0.88). (e) Literature [17] (PSNR = 37.41 dB) (SSIM = 0.90). (f) Proposed method (PSNR = 37.83 dB) (SSIM = 0.91).

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