Deblurring Dynamic Scenes via Spatially Varying Recurrent Neural Networks

Deblurring images captured in dynamic scenes is challenging as the motion blurs are spatially varying caused by camera shakes and object movements. In this paper, we propose a spatially varying neural network to deblur dynamic scenes. The proposed model is composed of three deep convolutional neural...

Description complète

Détails bibliographiques
Publié dans:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 44(2022), 8 vom: 23. Aug., Seite 3974-3987
Auteur principal: Ren, Wenqi (Auteur)
Autres auteurs: Zhang, Jiawei, Pan, Jinshan, Liu, Sifei, Ren, Jimmy S, Du, Junping, Cao, Xiaochun, Yang, Ming-Hsuan
Format: Article en ligne
Langue:English
Publié: 2022
Accès à la collection:IEEE transactions on pattern analysis and machine intelligence
Sujets:Journal Article Research Support, Non-U.S. Gov't