Lrdnet: lightweight lidar aided cascaded feature pools for free road space detection

AA Khan, J Shao, Y Rao, L She… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Humans have long fantasized about self-driving vehicles for the sake of luxury, style, safety,
and ease. Free road space detection for collision avoidance and path planning is a vital part …

” Where Does the Devil Lie?”: Multimodal Multitask Collaborative Revision Network for Trusted Road Segmentation

G Hua, D Zheng, S Tian, W Zou… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Road segmentation is an essential component of navigation systems. Although recent
advancements in road segmentation, the occurrence of failure segmentations remains …

DecoupledPoseNet: Cascade decoupled pose learning for unsupervised camera ego-motion estimation

W Zhou, H Zhang, Z Yan, W Wang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Although many impressive works on learning-based camera ego-motion estimation methods
have been proposed recently, most of them promote the accuracy of camera pose estimation …

Scale-Aware Monocular Visual Odometry and Extrinsic Calibration Using Vehicle Kinematics

C Kim, Y Jang, J Kim, P Kim… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
This paper proposes a new approach to scale-aware monocular visual odometry (VO) and
extrinsic calibration using constraints on camera motion by vehicle kinematics. Main idea is …

[PDF][PDF] Incorporating Learned Depth Perception Into Monocular Visual Odometry to Improve Scale Recovery

H Mailka, M Abouzahir, M Ramzi - International Journal of …, 2023 - saiconference.com
A growing interest in autonomous driving has led to a comprehensive study of visual
odometry (VO). It has been well studied how VO can estimate the pose of moving objects by …