Monocular Viewpoints Estimation for Generic Objects in the Wild

Monocular Viewpoints Estimation for Generic Objects in the Wild

Although classification-based approaches achieved remarkable performance in viewpoints estimation, they still have limitations and face the challenging viewpoints ambiguity problem. In this paper, we analyze this problem and give solutions: 1) we propose Viewpoint Discernibility Matrix (VDM) loss, w...

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Bibliographic Details
Main Authors: Zhigang Li, Yuwang Wang, Xiangyang Ji
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Viewpoint estimation
viewpoints ambiguity problem
viewpoint discernibility matrix loss
auxiliary hierarchical viewpoints supervision
Online Access:https://ieeexplore.ieee.org/document/8737932/

Internet

https://ieeexplore.ieee.org/document/8737932/

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