Deep learning sensor fusion for autonomous vehicle perception and localization: A review

J Fayyad, MA Jaradat, D Gruyer, H Najjaran - Sensors, 2020 - mdpi.com
Autonomous vehicles (AV) are expected to improve, reshape, and revolutionize the future of
ground transportation. It is anticipated that ordinary vehicles will one day be replaced with …

Keyframe selection for visual localization and mapping tasks: A systematic literature review

NJB Dias, GT Laureano, RM Da Costa - Robotics, 2023 - mdpi.com
Visual localization and mapping algorithms attempt to estimate, from images, geometrical
models that explain ego motion and the positions of objects in a real scene. The success of …

Keeping less is more: point sparsification for visual SLAM

Y Park, S Bae - 2022 IEEE/RSJ International Conference on …, 2022 - ieeexplore.ieee.org
When adapting Simultaneous Mapping and Localization (SLAM) to real-world applications,
such as autonomous vehicles, drones, and augmented reality devices, its memory footprint …

IMPS: Informative Map Point Selection for Visual-Inertial SLAM

C Liu, H Yu, Q Fu, X Chen, N Akhtar… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Visual-inertial SLAM (VINS) stands at the forefront of advancements in computer vision,
robotics, and autonomous driving, revolutionizing the way we perceive and navigate the …

Coplanarity-based approach for camera motion estimation invariant to the scene depth

Y Goshin - Optical Memory and Neural Networks, 2022 - Springer
In this paper, we propose a method for estimating the parameters of camera movement from
images obtained from this camera. This method is equally effectively applicable to flat and …

Robust Implementation of Coplanarity-Based Method for Camera Pose Estimation

YV Goshin - Optical Memory and Neural Networks, 2024 - Springer
In this paper, we consider a method for estimating camera motion parameters from images
acquired from this camera, which is based on the use of vector coplanarity estimation. It has …

[PDF][PDF] Keyframe Selection for Visual Localization and Mapping Tasks: A Systematic Literature Review. Robotics 2023, 12, 88

NJB Dias, GT Laureano, RM Da Costa - 2023 - academia.edu
Visual localization and mapping algorithms attempt to estimate, from images, geometrical
models that explain ego motion and the positions of objects in a real scene. The success of …

Kamera görüntülerinden otonom bir aracın konumunun ve yönünün belirlenmesi

N Önal - acikbilim.yok.gov.tr
Amaç: Stereo kamera ve özellik tabanlı görsel odometri yöntemi kullanılarak, otonom araçlar
için görsel girdiden hareket yörüngesini tahmin etme problemi ele alınarak etkili bir …