IEEE

Cross-Domain Reconstruction Network Incorporating Sinogram Sinusoidal-Structure Transformer Denoiser and UNet for Low-Dose/Low-Count Sinograms

Abstract: In CT/PET imaging applications, reconstructing images from low-dose/low-count acquisitions often leads to lower image quality, necessitating specialized denoising methods and reconstruction ...
IEEE

MSSCFormer: Multigranularity Spatial–Spectral Convolution Transformer Network for Hyperspectral Image Classification

Abstract: Recently, convolutional neural networks (CNNs) and Transformers have achieved considerable success in hyperspectral image (HSI) classification tasks. However, existing methods not only lack ...