Title
DeepFactors: Real-Time Probabilistic Dense Monocular SLAM
Abstract
The ability to estimate rich geometry and camera motion from monocular imagery is fundamental to future interactive robotics and augmented reality applications. Different approaches have been proposed that vary in scene geometry representation (sparse landmarks, dense maps), the consistency metric used for optimising the multi-view problem, and the use of learned priors. We present a SLAM system t...
Year
DOI
Venue
2020
10.1109/LRA.2020.2965415
IEEE Robotics and Automation Letters
Keywords
DocType
Volume
Simultaneous localization and mapping,Cameras,Real-time systems,Image reconstruction,Geometry,Probabilistic logic,Optimization
Journal
5
Issue
ISSN
Citations 
2
2377-3766
4
PageRank 
References 
Authors
0.40
21
4
Name
Order
Citations
PageRank
Jan Czarnowski171.45
Tristan Laidlow282.20
Ronald Clark31319.10
Andrew J. Davison46707350.85