Abstract: Deep convolutional neural networks have significantly advanced color image denoising. However, existing models often apply grayscale denoising techniques to color images without accounting ...

Abstract: Aiming at the uncertainty of the rank of quaternion in the low-rank quaternion approximation,this paper proposes a quaternion rank estimation method. First,we investigate the relationship of ...