CAPDepth: 360 Monocular Depth Estimation by Content-Aware Projection

CAPDepth: 360 Monocular Depth Estimation by Content-Aware Projection

Solving the depth estimation problem in a 360° image space, which has holistic scene perception, has become a trend in recent years. However, depth estimation in common 360° images is prone to geometric distortion. Therefore, this study proposes a new method, CAPDepth, to address the geometric-disto...

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Bibliographic Details
Main Authors: Xu Gao, Yongqiang Shi, Yaqian Zhao, Yanan Wang, Jin Wang, Gang Wu
Format: Article
Language:English
Published: MDPI AG 2025-01-01
Series:Applied Sciences
Subjects:
depth estimation
panorama
transformer
geometric distortions
content-aware projection
fusion
Online Access:https://www.mdpi.com/2076-3417/15/2/769
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