Robust camera pose estimation by viewpoint classification using deep learning

Robust camera pose estimation by viewpoint classification using deep learning

Abstract Camera pose estimation with respect to target scenes is an important technology for superimposing virtual information in augmented reality (AR). However, it is difficult to estimate the camera pose for all possible view angles because feature descriptors such as SIFT are not completely inva...

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Bibliographic Details
Main Authors: Yoshikatsu Nakajima, Hideo Saito
Format: Article
Language:English
Published: SpringerOpen 2016-12-01
Series:Computational Visual Media
Subjects:
pose estimation
augmented reality (AR)
deep learning
convolutional neural network
Online Access:http://link.springer.com/article/10.1007/s41095-016-0067-z

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