TransCS : A Transformer-Based Hybrid Architecture for Image Compressed Sensing

Well-known compressed sensing (CS) is widely used in image acquisition and reconstruction. However, accurately reconstructing images from measurements at low sampling rates remains a considerable challenge. In this paper, we propose a novel Transformer-based hybrid architecture (dubbed TransCS) to a...

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Publié dans:	IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - 31(2022) vom: 16., Seite 6991-7005
Auteur principal:	Shen, Minghe (Auteur)
Autres auteurs:	Gan, Hongping, Ning, Chao, Hua, Yi, Zhang, Tao
Format:	Article en ligne
Langue:	English
Publié:	2022
Accès à la collection:	IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Sujets:	Journal Article