State of the art in vision-based localization techniques for autonomous navigation systems
Y Alkendi, L Seneviratne, Y Zweiri - IEEE Access, 2021 - ieeexplore.ieee.org
Vision-based localization systems, namely visual odometry (VO) and visual inertial odometry
(VIO), have attracted great attention recently. They are regarded as critical modules for …
(VIO), have attracted great attention recently. They are regarded as critical modules for …
Evolution of visual odometry techniques
With rapid advancements in the area of mobile robotics and industrial automation, a growing
need has arisen towards accurate navigation and localization of moving objects. Camera …
need has arisen towards accurate navigation and localization of moving objects. Camera …
LSTM and filter based comparison analysis for indoor global localization in UAVs
Deep learning (DL) based localization and Simultaneous Localization and Mapping (SLAM)
has recently gained considerable attention demonstrating remarkable results. Instead of …
has recently gained considerable attention demonstrating remarkable results. Instead of …
A Generalizable D-VIO and Its Fusion with GNSS/IMU for Improved Autonomous Vehicle Localization
An autonomous vehicle must be able to locate itself precisely and reliably in a large-scale
outdoor area. In an attempt to enhance the localization of an autonomous vehicle based on …
outdoor area. In an attempt to enhance the localization of an autonomous vehicle based on …
Deep learning for underwater visual odometry estimation
This paper addresses Visual Odometry (VO) estimation in challenging underwater
scenarios. Robot visual-based navigation faces several additional difficulties in the …
scenarios. Robot visual-based navigation faces several additional difficulties in the …
Improving visual odometry pipeline with feedback from forward and backward motion estimates
Estimating motion from visual cameras has become a promising art in the area of
autonomous navigation and constant efforts are being made toward improving the accuracy …
autonomous navigation and constant efforts are being made toward improving the accuracy …
Motion estimation made easy: Evolution and trends in visual odometry
With rapid advancements in the area of mobile robotics and industrial automation, a growing
need has arisen towards accurate navigation and localization of moving objects. Camera …
need has arisen towards accurate navigation and localization of moving objects. Camera …
[HTML][HTML] Real-time stereo visual odometry based on an improved KLT method
G Guo, Z Dai, Y Dai - Applied Sciences, 2022 - mdpi.com
Real-time stereo visual odometry (SVO) localization is a challenging problem, especially for
a mobile platform without parallel computing capability. A possible solution is to reduce the …
a mobile platform without parallel computing capability. A possible solution is to reduce the …
A voting method for stereo egomotion estimation
The development of vision-based navigation systems for mobile robotics applications in
outdoor scenarios is a very challenging problem due to frequent changes in contrast and …
outdoor scenarios is a very challenging problem due to frequent changes in contrast and …
Maximum likelihood estimation of monocular optical flow field for mobile robot ego-motion
H Liu, C Wang, J Lu, Z Tang… - International Journal of …, 2016 - journals.sagepub.com
This paper presents an optimized scheme of monocular ego-motion estimation to provide
location and pose information for mobile robots with one fixed camera. First, a multi-scale …
location and pose information for mobile robots with one fixed camera. First, a multi-scale …