EPI Light Field Depth Estimation Based on a Directional Relationship Model and Multiviewpoint Attention Mechanism

EPI Light Field Depth Estimation Based on a Directional Relationship Model and Multiviewpoint Attention Mechanism

Light field (LF) image depth estimation is a critical technique for LF-related applications such as 3D reconstruction, target detection, and tracking. The refocusing property of LF images provide rich information for depth estimations; however, it is still challenging in cases of occlusion regions,...

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Bibliographic Details
Main Authors: Ming Gao, Huiping Deng, Sen Xiang, Jin Wu, Zeyang He
Format: Article
Language:English
Published: MDPI AG 2022-08-01
Series:Sensors
Subjects:
light field images
depth estimation
epipolar plane image
pixel consistency
attention mechanism
Online Access:https://www.mdpi.com/1424-8220/22/16/6291

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