Deep Learning-based Depth Estimation Methods from Monocular Image and Videos: A Comprehensive Survey

Estimating depth from single RGB images and videos is of widespread interest due to its applications in many areas, including autonomous driving, 3D reconstruction, digital entertainment, and robotics. More than 500 deep learning-based papers have been published in the past 10 years, which indicates...

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Veröffentlicht in:	ACM computing surveys 2024-12, Vol.56 (12), p.1-51, Article 315
Hauptverfasser:	Rajapaksha, Uchitha, Sohel, Ferdous, Laga, Hamid, Diepeveen, Dean, Bennamoun, Mohammed
Format:	Artikel
Sprache:	eng
Schlagworte:	Color imagery Computing methodologies Deep learning Digital imaging Estimation Image reconstruction Robotics Shape inference Taxonomy Video
Online-Zugang:	Volltext
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