Overview of deep learning application on visual SLAM

S Li, D Zhang, Y Xian, B Li, T Zhang, C Zhong - Displays, 2022 - Elsevier
Virtual reality, augmented reality, robotics, and autonomous driving have attracted much
attention from the academic and industrial communities, in which visual SLAM (VSLAM) is a …

Visual place recognition: A survey

S Lowry, N Sünderhauf, P Newman… - ieee transactions on …, 2015 - ieeexplore.ieee.org
Visual place recognition is a challenging problem due to the vast range of ways in which the
appearance of real-world places can vary. In recent years, improvements in visual sensing …

MonoSLAM: Real-time single camera SLAM

AJ Davison, ID Reid, ND Molton… - IEEE transactions on …, 2007 - ieeexplore.ieee.org
We present a real-time algorithm which can recover the 3D trajectory of a monocular
camera, moving rapidly through a previously unknown scene. Our system, which we dub …

Visual SLAM: why filter?

H Strasdat, JMM Montiel, AJ Davison - Image and Vision Computing, 2012 - Elsevier
While the most accurate solution to off-line structure from motion (SFM) problems is
undoubtedly to extract as much correspondence information as possible and perform batch …

iSAM: Incremental smoothing and mapping

M Kaess, A Ranganathan… - IEEE Transactions on …, 2008 - ieeexplore.ieee.org
In this paper, we present incremental smoothing and mapping (iSAM), which is a novel
approach to the simultaneous localization and mapping problem that is based on fast …

S-PTAM: Stereo parallel tracking and mapping

T Pire, T Fischer, G Castro, P De Cristóforis… - Robotics and …, 2017 - Elsevier
This paper describes a real-time feature-based stereo SLAM system that is robust and
accurate in a wide variety of conditions–indoors, outdoors, with dynamic objects, changing …

Scalable monocular SLAM

E Eade, T Drummond - 2006 IEEE Computer Society …, 2006 - ieeexplore.ieee.org
Localization and mapping in unknown environments becomes more difficult as the
complexity of the environment increases. With conventional techniques, the cost of …

Large-scale 6-DOF SLAM with stereo-in-hand

LM Paz, P Piniés, JD Tardós… - IEEE transactions on …, 2008 - ieeexplore.ieee.org
In this paper, we describe a system that can carry out simultaneous localization and
mapping (SLAM) in large indoor and outdoor environments using a stereo pair moving with …

Edge landmarks in monocular SLAM

E Eade, T Drummond - Image and Vision Computing, 2009 - Elsevier
While many visual simultaneous localization and mapping (SLAM) systems use point
features as landmarks, few take advantage of the edge information in images. Those SLAM …

[PDF][PDF] User tracking methods for augmented reality

E Bostanci, N Kanwal, S Ehsan… - International Journal of …, 2013 - researchgate.net
Augmented reality has been an active area of research for the last two decades or so. This
paper presents a comprehensive review of the recent literature on tracking methods used in …