The coded aperture snapshot spectral imager (CASSI) facilitates efficient hyperspectral image (HSI) acquisition owing to its low bandwidth requirement. The accurate reconstruction of the original HSI from its compressive measurement is crucial but consistently challenging. Over the years, self-supervised reconstruction...
Yuan Fang, Yi-Peng Liu, Yang Liu et al.· IEEE Transactions on Computa...· 0 citations
Diffusion MRI (dMRI) probes water diffusion within the brain, providing unique information about tissue microstructure and white matter connectivity. High-quality dMRI enables advanced and accurate analyses but demands dense acquisitions, resulting in long scan times and hardware constraints that are often infeasible....
Xi Zhu, Yi-Jie Li, Xiao-Fan Wang et al.· 0 citations
This paper proposes salient-residual decoupled multi-view learning for clustering, SRDMVC, introducing a novel decomposition-fusion iterative optimization, which separates the feature space into a salient space and a residual subspace effectively and fuses them using a novel attention mechanism.
Gao-Kai Wang, Yazhou Ren, Feng-Yu Zhang et al.· Proceedings of the Thirty-Fi...· 0 citations
DiMOO-SR is proposed, a rarity-aware multimodal discrete diffusion framework for photo-realistic image SR that achieves competitive perceptual quality with only a few parallel decoding steps, highlighting the potential of discrete diffusion for generative image super-resolution.
Ao Li, Yapeng Du, Yi Xin et al.· arXiv.org· 0 citations
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