4 papers
UniTS: Unified Spatio-Temporal Generative Model for Remote Sensing
Yuxiang Zhang, Shunlin Liang, Wenyuan Li +8
One of the primary objectives of satellite remote sensing is to capture the complex dynamics of the Earth environment, which encompasses tasks such as reconstructing continuous clo…
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…
Wavelet-based Bi-dimensional Aggregation Network for SAR Image Change Detection
Jiangwei Xie, Feng Gao, Xiaowei Zhou +1
Synthetic aperture radar (SAR) image change detection is critical in remote sensing image analysis. Recently, the attention mechanism has been widely used in change detection tasks…