3 papers
cs.CV2024
Exploring the Low-Pass Filtering Behavior in Image Super-Resolution
Haoyu Deng, Zijing Xu, Yule Duan +3
Deep neural networks for image super-resolution (ISR) have shown significant advantages over traditional approaches like the interpolation. However, they are often criticized as 'b…
cs.CV2024
FusionMamba: Efficient Remote Sensing Image Fusion with State Space Model
Siran Peng, Xiangyu Zhu, Haoyu Deng +2
Remote sensing image fusion aims to generate a high-resolution multi/hyper-spectral image by combining a high-resolution image with limited spectral data and a low-resolution image…
cs.CV2024
Content-Adaptive Non-Local Convolution for Remote Sensing Pansharpening
Yule Duan, Xiao Wu, Haoyu Deng +1
Currently, machine learning-based methods for remote sensing pansharpening have progressed rapidly. However, existing pansharpening methods often do not fully exploit differentiati…