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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Veröffentlicht in:	The Visual computer Jg. 41; H. 12; S. 9487 - 9508
Hauptverfasser:	Das, Dabbrata, Das, Argho Deb, Sadaf, Farhan
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Heidelberg Springer Nature B.V 01.09.2025
Schlagworte:	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-Zugang:	Volltext
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