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State of the art in vision-based localization techniques for autonomous navigation systems
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 …
[HTML][HTML] Sensors and sensor fusion methodologies for indoor odometry: A review
Although Global Navigation Satellite Systems (GNSSs) generally provide adequate
accuracy for outdoor localization, this is not the case for indoor environments, due to signal …
accuracy for outdoor localization, this is not the case for indoor environments, due to signal …
A practical survey on visual odometry for autonomous driving in challenging scenarios and conditions
The expansion of autonomous driving operations requires the research and development of
accurate and reliable self-localization approaches. These include visual odometry methods …
accurate and reliable self-localization approaches. These include visual odometry methods …
Visual-inertial odometry using high flying altitude drone datasets
Positioning of unoccupied aerial systems (UAS, drones) is predominantly based on Global
Navigation Satellite Systems (GNSS). Due to potential signal disruptions, redundant …
Navigation Satellite Systems (GNSS). Due to potential signal disruptions, redundant …
WiFi similarity-based odometry
Odometry is commonly used in localization applications especially with wheeled platforms
since encoders are readily available. It is often used by itself or fused with other sensor data …
since encoders are readily available. It is often used by itself or fused with other sensor data …
Visual simultaneous localization and map**: a review
Abstract The complexity of Simultaneous Localization and Map** (SLAM) and drastic
technological changes makes development of an autonomous robot system a challenge. As …
technological changes makes development of an autonomous robot system a challenge. As …
Mutual information based feature selection for stereo visual odometry
Visual odometry (VO) is one of the promising techniques that estimates pose using the
camera and does not necessarily require other sensor aiding. With increasing automation …
camera and does not necessarily require other sensor aiding. With increasing automation …
Orthogonality index based optimal feature selection for visual odometry
HH Nguyen, S Lee - IEEE Access, 2019 - ieeexplore.ieee.org
The performance of visual odometry is dependent upon the quality of features selected for
computing the frame-to-frame transformation. In order to ensure the quality of selected …
computing the frame-to-frame transformation. In order to ensure the quality of selected …
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 …
Continuous and generalized visual odometry based on FLANN_PSC-RANSAC_LSTM
D Li, R Feng, F Wu, J Zhao… - Journal of Intelligent & …, 2024 - content.iospress.com
In the field of simultaneous localization and map** (SLAM), visual odometry (VO) always
has great application prospects. In recent years, with the progress in the field of machine …
has great application prospects. In recent years, with the progress in the field of machine …