Challenges and advancements in image-based 3D reconstruction of large-scale urban environments: a review of deep learning and classical methods

Over the past decade, the field of image-based 3D scene reconstruction and generation has experienced a significant transformation, driven by the integration of deep learning technologies. This shift underscores a maturing discipline characterized by rapid advancements and the introduction of numero...

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Bibliographic Details
Main Authors: Alireza Akhavi Zadegan, Damien Vivet, Amnir Hadachi
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-06-01
Series:Frontiers in Computer Science
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fcomp.2025.1467103/full
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