Semi-Supervised Adversarial Monocular Depth Estimation

In this paper, we address the problem of monocular depth estimation when only a limited number of training image-depth pairs are available. To achieve a high regression accuracy, the state-of-the-art estimation methods rely on CNNs trained with a large number of image-depth pairs, which are prohibit...

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Publié dans:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 42(2020), 10 vom: 01. Okt., Seite 2410-2422
Auteur principal: Ji, Rongrong (Auteur)
Autres auteurs: Li, Ke, Wang, Yan, Sun, Xiaoshuai, Guo, Feng, Guo, Xiaowei, Wu, Yongjian, Huang, Feiyue, Luo, Jiebo
Format: Article en ligne
Langue:English
Publié: 2020
Accès à la collection:IEEE transactions on pattern analysis and machine intelligence
Sujets:Journal Article