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 …
attention from the academic and industrial communities, in which visual SLAM (VSLAM) is a …
Visual place recognition: A survey
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 …
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 …
camera, moving rapidly through a previously unknown scene. Our system, which we dub …
Visual SLAM: why filter?
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 …
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 …
approach to the simultaneous localization and mapping problem that is based on fast …
S-PTAM: Stereo parallel tracking and mapping
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 …
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 …
complexity of the environment increases. With conventional techniques, the cost of …
Large-scale 6-DOF SLAM with stereo-in-hand
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 …
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 …
features as landmarks, few take advantage of the edge information in images. Those SLAM …
[PDF][PDF] User tracking methods for augmented reality
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 …
paper presents a comprehensive review of the recent literature on tracking methods used in …