RNNPose : 6-DoF Object Pose Estimation via Recurrent Correspondence Field Estimation and Pose Optimization

6-DoF object pose estimation from a monocular image is a challenging problem, where a post-refinement procedure is generally needed for high-precision estimation. In this paper, we propose a framework, dubbed RNNPose, based on a recurrent neural network (RNN) for object pose refinement, which is rob...

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Publié dans:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 46(2024), 7 vom: 30. Juli, Seite 4669-4683
Auteur principal: Xu, Yan (Auteur)
Autres auteurs: Lin, Kwan-Yee, Zhang, Guofeng, Wang, Xiaogang, Li, Hongsheng
Format: Article en ligne
Langue:English
Publié: 2024
Accès à la collection:IEEE transactions on pattern analysis and machine intelligence
Sujets:Journal Article