基于注意力机制和并联残差的傅里叶显微图像去噪

Key Points

• Improved denoising enhances image quality, addressing noise issues during image reconstruction.
• Peak signal to noise ratio and structure similarity scores increased by 2.87 dB and 0.0886, respectively.
• The proposed method integrates attention mechanisms and parallel residual blocks to extract features effectively.
• This innovation could lead to better image clarity and precision in high-resolution microscopy applications.

Abstract