Deep Convolutional Framelet Denoising for Panoramic X-Ray Images Using Mixed Wavelet Integration

Integrating Daubechies (Db2) and Haar wavelets in a U-Net neural network architecture significantly improves the denoising of panoramic X-ray images by leveraging the sparse representation and energy compaction properties of the wavelets.