Multi-stage image denoising with the wavelet transform

• Published in: Pattern recognition Vol. 134; p. 109050
• Main Authors: Tian, Chunwei, Zheng, Menghua, Zuo, Wangmeng, Zhang, Bob, Zhang, Yanning, Zhang, David
• Format: Journal Article
• Language: English
• Published: Elsevier Ltd 01.02.2023
• Subjects: CNN; Dynamic convolution; Image denoising; Signal processing; Wavelet transform; Signal processing; Dynamic convolution; CNN; Wavelet transform; Image denoising

•A dynamic convolution is used into a CNN to address limitations in depth and width of lightweight CNNs for pursuing good denoising performance.•The combination of a signal processing technique and discriminative learning technique is used for image denoising.•Enhanced residual dense architectures a...