3 papers
cs.CV2025
Superpixel-informed Continuous Low-Rank Tensor Representation for Multi-Dimensional Data Recovery
Zhizhou Wang, Jianli Wang, Ruijing Zheng +1
Low-rank tensor representation (LRTR) has emerged as a powerful tool for multi-dimensional data processing. However, classical LRTR-based methods face two critical limitations: (1)…
eess.IV2025
CDI: Blind Image Restoration Fidelity Evaluation based on Consistency with Degraded Image
Xiaojun Tang, Jingru Wang, Guangwei Huang +5
Recent advancements in Blind Image Restoration (BIR) methods, based on Generative Adversarial Networks and Diffusion Models, have significantly improved visual quality. However, th…
eess.IV2024
DPER: Diffusion Prior Driven Neural Representation for Limited Angle and Sparse View CT Reconstruction
Chenhe Du, Xiyue Lin, Qing Wu +9
Limited-angle and sparse-view computed tomography (LACT and SVCT) are crucial for expanding the scope of X-ray CT applications. However, they face challenges due to incomplete data…