A Recurrent Deep Network for Estimating the Pose of Real Indoor Images from Synthetic Image Sequences

Recently, deep convolutional neural networks (CNN) have become popular for indoor visual localisation, where the networks learn to regress the camera pose from images directly. However, these approaches perform a 3D image-based reconstruction of the indoor spaces beforehand to determine camera poses...

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Bibliographic Details
Main Authors: Debaditya Acharya, Sesa Singha Roy, Kourosh Khoshelham, Stephan Winter
Format: Article
Language:English
Published: MDPI AG 2020-09-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/20/19/5492