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 …

[HTML][HTML] Sensors and sensor fusion methodologies for indoor odometry: A review

M Yang, X Sun, F Jia, A Rushworth, X Dong, S Zhang… - Polymers, 2022 - mdpi.com
Although Global Navigation Satellite Systems (GNSSs) generally provide adequate
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

LR Agostinho, NM Ricardo, MI Pereira, A Hiolle… - IEEE …, 2022 - ieeexplore.ieee.org
The expansion of autonomous driving operations requires the research and development of
accurate and reliable self-localization approaches. These include visual odometry methods …

Visual-inertial odometry using high flying altitude drone datasets

A George, N Koivumäki, T Hakala, J Suomalainen… - Drones, 2023 - mdpi.com
Positioning of unoccupied aerial systems (UAS, drones) is predominantly based on Global
Navigation Satellite Systems (GNSS). Due to potential signal disruptions, redundant …

WiFi similarity-based odometry

K Ismail, R Liu, A Athukorala, BKK Ng… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
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 …

Visual simultaneous localization and map**: a review

MR Razali, AAM Faudzi, AU Shamsudin - PERINTIS eJournal, 2022 - perintis.org.my
Abstract The complexity of Simultaneous Localization and Map** (SLAM) and drastic
technological changes makes development of an autonomous robot system a challenge. As …

Mutual information based feature selection for stereo visual odometry

R Kottath, S Poddar, R Sardana, AP Bhondekar… - Journal of Intelligent & …, 2020 - Springer
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 …

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 …

Improving visual odometry pipeline with feedback from forward and backward motion estimates

R Sardana, V Karar, S Poddar - Machine Vision and Applications, 2023 - Springer
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 …

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 …