Enhanced encoder–decoder architecture for accurate monocular depth estimation

Estimating depth from a single 2D image is a challenging task due to the lack of stereo or multi-view data, which are typically required for depth perception. In state-of-the-art architectures, the main challenge is to efficiently capture complex objects and fine-grained details, which are often dif...

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Bibliographic Details

Published in:	The Visual computer Vol. 41; no. 12; pp. 9487 - 9508
Main Authors:	Das, Dabbrata, Das, Argho Deb, Sadaf, Farhan
Format:	Journal Article
Language:	English
Published:	Heidelberg Springer Nature B.V 01.09.2025
Subjects:	Accuracy Algorithms Augmented reality Coders Computer vision Datasets Deep learning Efficiency Estimation Neural networks Real time Sensors Space perception Vision systems
ISSN:	0178-2789, 1432-2315
Online Access:	Get full text
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