A Robust Light-Weight Fused-Feature Encoder-Decoder Model for Monocular Facial Depth Estimation From Single Images Trained on Synthetic Data

A Robust Light-Weight Fused-Feature Encoder-Decoder Model for Monocular Facial Depth Estimation From Single Images Trained on Synthetic Data

Due to the real-time acquisition and reasonable cost of consumer cameras, monocular depth maps have been employed in a variety of visual applications. Regarding ongoing research in depth estimation, they continue to suffer from low accuracy and enormous sensor noise. To improve the prediction of dep...

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Bibliographic Details
Main Authors: Faisal Khan, Waseem Shariff, Muhammad Ali Farooq, Shubhajit Basak, Peter Corcoran
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Facial depth estimation
feature fusion
encoder-decoder architecture
deep learning
Online Access:https://ieeexplore.ieee.org/document/10103585/

Internet

https://ieeexplore.ieee.org/document/10103585/

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