Self-Supervised Monocular Depth Estimation With Multiscale Perception

Extracting 3D information from a single optical image is very attractive. Recently emerging self-supervised methods can learn depth representations without using ground truth depth maps as training data by transforming the depth prediction task into an image synthesis task. However, existing methods...

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Veröffentlicht in:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - 31(2022) vom: 19., Seite 3251-3266
1. Verfasser: Zhang, Yourun (VerfasserIn)
Weitere Verfasser: Gong, Maoguo, Li, Jianzhao, Zhang, Mingyang, Jiang, Fenlong, Zhao, Hongyu
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2022
Zugriff auf das übergeordnete Werk:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Schlagworte:Journal Article