SC-DepthV3 : Robust Self-Supervised Monocular Depth Estimation for Dynamic Scenes

Self-supervised monocular depth estimation has shown impressive results in static scenes. It relies on the multi-view consistency assumption for training networks, however, that is violated in dynamic object regions and occlusions. Consequently, existing methods show poor accuracy in dynamic scenes,...

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Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 46(2023), 1 vom: 06. Jan., Seite 497-508
1. Verfasser: Sun, Libo (VerfasserIn)
Weitere Verfasser: Bian, Jia-Wang, Zhan, Huangying, Yin, Wei, Reid, Ian, Shen, Chunhua
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2024
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article