SS3DNet-AF: A Single-Stage, Single-View 3D Reconstruction Network with Attention-Based Fusion

SS3DNet-AF: A Single-Stage, Single-View 3D Reconstruction Network with Attention-Based Fusion

Learning object shapes from a single image is challenging due to variations in scene content, geometric structures, and environmental factors, which create significant disparities between 2D image features and their corresponding 3D representations, hindering the effective training of deep learning...

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Bibliographic Details
Main Authors: Muhammad Awais Shoukat, Allah Bux Sargano, Alexander Malyshev, Lihua You, Zulfiqar Habib
Format: Article
Language:English
Published: MDPI AG 2024-12-01
Series:Applied Sciences
Subjects:
SS3DNet-AF
3D reconstruction
attention-based fusion
point clouds
Online Access:https://www.mdpi.com/2076-3417/14/23/11424
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