Metric3D v2 : A Versatile Monocular Geometric Foundation Model for Zero-shot Metric Depth and Surface Normal Estimation

We introduce Metric3D v2, a geometric foundation model for zero-shot metric depth and surface normal estimation from a single image, which is crucial for metric 3D recovery. While depth and normal are geometrically related and highly complimentary, they present distinct challenges. State-of-the-art...

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Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - PP(2024) vom: 16. Aug.
1. Verfasser: Hu, Mu (VerfasserIn)
Weitere Verfasser: Yin, Wei, Zhang, Chi, Cai, Zhipeng, Long, Xiaoxiao, Chen, Hao, Wang, Kaixuan, Yu, Gang, Shen, Chunhua, Shen, Shaojie
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2024
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article