On the Global Geometry of Sphere-Constrained Sparse Blind Deconvolution

Blind deconvolution is the problem of recovering a convolutional kernel a0 and an activation signal x0 from their convolution [Formula: see text]. This problem is ill-posed without further constraints or priors. This paper studies the situation where the nonzero entries in the activation signal are...

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Publié dans:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 43(2021), 3 vom: 15. März, Seite 999-1008
Auteur principal: Zhang, Yuqian (Auteur)
Autres auteurs: Lau, Yenson, Kuo, Han-Wen, Cheung, Sky, Pasupathy, Abhay, Wright, John
Format: Article en ligne
Langue:English
Publié: 2021
Accès à la collection:IEEE transactions on pattern analysis and machine intelligence
Sujets:Journal Article