To solve this problem, a deformable kernel prediction neural network (DKPNN) is proposed for joint denoising and motion artifact removal, and a data generation method which generates images with color-channel motion artifacts is also proposed to train the DKPNN.  The results show that, compared with other denoising methods, the proposed DKPNN performed better both on generated noisy data and on real noisy data.  Therefore, the proposed DKPNN is more suitable for color ICMOS denoising and motion artifact removal. 
DKPNN
To solve this problem, a deformable kernel prediction neural network (DKPNN) is proposed for joint denoising and motion artifact removal, and a data generation method which generates images with color-channel motion artifacts is also proposed to train the DKPNN.  The results show that, compared with other denoising methods, the proposed DKPNN performed better both on generated noisy data and on real noisy data.  Therefore, the proposed DKPNN is more suitable for color ICMOS denoising and motion artifact removal. 
DKPNN