4 papers
SHARE: A Fully Unsupervised Framework for Single Hyperspectral Image Restoration
Jiangwei Xie, Zhang Wen, Mike Davies +1
Hyperspectral image (HSI) restoration is a fundamental challenge in computational imaging and computer vision. It involves ill-posed inverse problems, such as inpainting and super-…
Equivariant Learning for Unsupervised Image Dehazing
Zhang Wen, Jiangwei Xie, Dongdong Chen
Image Dehazing (ID) aims to produce a clear image from an observation contaminated by haze. Current ID methods typically rely on carefully crafted priors or extensive haze-free gro…
AIComposer: Any Style and Content Image Composition via Feature Integration
Haowen Li, Zhenfeng Fan, Zhang Wen +2
Image composition has advanced significantly with large-scale pre-trained T2I diffusion models. Despite progress in same-domain composition, cross-domain composition remains under-…
PriorNet: A Novel Lightweight Network with Multidimensional Interactive Attention for Efficient Image Dehazing
Yutong Chen, Zhang Wen, Chao Wang +2
Hazy images degrade visual quality, and dehazing is a crucial prerequisite for subsequent processing tasks. Most current dehazing methods rely on neural networks and face challenge…