Dense monocular depth estimation for stereoscopic vision based on pyramid transformer and multi-scale feature fusion

Abstract Stereoscopic display technology plays a significant role in industries, such as film, television and autonomous driving. The accuracy of depth estimation is crucial for achieving high-quality and realistic stereoscopic display effects. In addressing the inherent challenges of applying Trans...

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Bibliographic Details

Published in:	Scientific Reports
Main Authors:	Zhongyi Xia, Tianzhao Wu, Zhuoyan Wang, Man Zhou, Boqi Wu, C. Y. Chan, Ling Bing Kong
Format:	Article
Language:	English
Published:	Nature Portfolio 2024-03-01
Subjects:	Depth estimation Transformer Deep learning Stereoscopic display SPT-depth Loss function
Online Access:	https://doi.org/10.1038/s41598-024-57908-z