Single-View Depth Estimation: Advancing 3D Scene Interpretation With One Lens

Single-View Depth Estimation: Advancing 3D Scene Interpretation With One Lens

This paper introduces an advanced technique for monocular 3D scene understanding, utilizing deep learning to estimate depth from a single image. Traditional methods, such as stereo vision systems or hardware-based approaches like LiDAR, require multiple viewpoints or specialized equipment to calcula...

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Bibliographic Details
Main Authors: Kavitha Dhanushkodi, Akila Bala, Neelam Chaplot
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Monocular depth estimation
MiDaS
deep learning
PyTorch
NYU depth dataset V2
KITTI dataset
Online Access:https://ieeexplore.ieee.org/document/10854440/

Internet

https://ieeexplore.ieee.org/document/10854440/

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