Instance Consistency Regularization for Semi-Supervised 3D Instance Segmentation

Large-scale datasets with point-wise semantic and instance labels are crucial to 3D instance segmentation but also expensive. To leverage unlabeled data, previous semi-supervised 3D instance segmentation approaches have explored self-training frameworks, which rely on high-quality pseudo labels for...

Description complète

Détails bibliographiques
Publié dans:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 46(2024), 12 vom: 05. Dez., Seite 9567-9582
Auteur principal: Wu, Yizheng (Auteur)
Autres auteurs: Pan, Zhiyu, Wang, Kewei, Li, Xingyi, Cui, Jiahao, Xiao, Liwen, Lin, Guosheng, Cao, Zhiguo
Format: Article en ligne
Langue:English
Publié: 2024
Accès à la collection:IEEE transactions on pattern analysis and machine intelligence
Sujets:Journal Article