DP-AMF: Depth-Prior–Guided Adaptive Multi-Modal and Global–Local Fusion for Single-View 3D Reconstruction

Single-view 3D reconstruction remains fundamentally ill-posed, as a single RGB image lacks scale and depth cues, often yielding ambiguous results under occlusion or in texture-poor regions. We propose DP-AMF, a novel Depth-Prior–Guided Adaptive Multi-Modal and Global–Local Fusion framework that inte...

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Bibliographic Details
Main Authors: Luoxi Zhang, Chun Xie, Itaru Kitahara
Format: Article
Language:English
Published: MDPI AG 2025-07-01
Series:Journal of Imaging
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Online Access:https://www.mdpi.com/2313-433X/11/7/246
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