Degradation Aware Unfolding Network for Spectral Super-Resolution
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Geoscience and Remote Sensing Letters"
DOI: 10.1109/lgrs.2023.3346929
Abstract: Currently, leading methods for spectral super-resolution (SSR) depend heavily on constructing diverse network architectures in a heuristic manner, in order to learn a full mapping from the RGB image to its corresponding hyperspectral image (HSI).… read more here.
Keywords: spectral super; aware unfolding; network; degradation aware ... See more keywords
Degradation-Aware Dynamic Fourier-Based Network for Spectral Compressive Imaging
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Multimedia"
DOI: 10.1109/tmm.2023.3304450
Abstract: We consider the problem of hyperspectral image (HSI) reconstruction, which aims to recover 3D hyperspectral data from 2D compressive HSI measurements acquired by a coded aperture snapshot spectral imaging (CASSI) system. Existing deep learning methods… read more here.
Keywords: degradation; dynamic fourier; network; degradation aware ... See more keywords
Deep degradation-aware up-sampling-based depth video coding
Sign Up to like & getrecommendations! Published in 2024 at "Journal of Electronic Imaging"
DOI: 10.1117/1.jei.33.4.043009
Abstract: Abstract. The smooth regions in depth videos contain a significant proportion of homogeneous content, resulting in many spatial redundancies. To improve the coding efficiency of depth videos, this paper proposes a deep degradation-aware up-sampling-based depth… read more here.
Keywords: video coding; degradation; depth video; aware sampling ... See more keywords