2 papers
cs.CV2025
HSIDMamba: Exploring Bidirectional State-Space Models for Hyperspectral Denoising
Yang Liu, Jiahua Xiao, Xiang Song +4
Effectively modeling global context information in hyperspectral image (HSI) denoising is crucial, but prevailing methods using convolution or transformers still face localized or…
cs.CV2024
Semantic Segmentation Prior for Diffusion-Based Real-World Super-Resolution
Jiahua Xiao, Jiawei Zhang, Dongqing Zou +3
Real-world image super-resolution (Real-ISR) has achieved a remarkable leap by leveraging large-scale text-to-image models, enabling realistic image restoration from given recognit…