Self-Supervised Monocular Depth Estimation with Dual-Path Encoders and Offset Field Interpolation

Although self-supervised learning approaches have demonstrated tremendous potential in multi-frame depth estimation scenarios, existing methods struggle to perform well in cases involving dynamic targets and static ego-camera conditions. To address this issue, we propose a self-supervised monocular...

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Veröffentlicht in:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - PP(2025) vom: 29. Jan.
1. Verfasser: Feng, Cheng (VerfasserIn)
Weitere Verfasser: Zhang, Congxuan, Chen, Zhen, Hu, Weiming, Lu, Ke, Ge, Liyue
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2025
Zugriff auf das übergeordnete Werk:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Schlagworte:Journal Article