Image-based obstacle detection methods for the safe navigation of unmanned vehicles: A review
Mobile robots lack a driver or a pilot and, thus, should be able to detect obstacles
autonomously. This paper reviews various image-based obstacle detection techniques …
autonomously. This paper reviews various image-based obstacle detection techniques …
A review of vision-based on-board obstacle detection and distance estimation in railways
D Ristić-Durrant, M Franke, K Michels - Sensors, 2021 - mdpi.com
This paper provides a review of the literature on vision-based on-board obstacle detection
and distance estimation in railways. Environment perception is crucial for autonomous …
and distance estimation in railways. Environment perception is crucial for autonomous …
Dist-yolo: Fast object detection with distance estimation
M Vajgl, P Hurtik, T Nejezchleba - Applied sciences, 2022 - mdpi.com
We present a scheme of how YOLO can be improved in order to predict the absolute
distance of objects using only information from a monocular camera. It is fully integrated into …
distance of objects using only information from a monocular camera. It is fully integrated into …
Trackflow: Multi-object tracking with normalizing flows
The field of multi-object tracking has recently seen a renewed interest in the good old
schema of tracking-by-detection, as its simplicity and strong priors spare it from the complex …
schema of tracking-by-detection, as its simplicity and strong priors spare it from the complex …
Learning object-specific distance from a monocular image
Environment perception, including object detection and distance estimation, is one of the
most crucial tasks for autonomous driving. Many attentions have been paid on the object …
most crucial tasks for autonomous driving. Many attentions have been paid on the object …
DefGAN: Defect detection GANs with latent space pitting for high-speed railway insulator
D Zhang, S Gao, L Yu, G Kang, X Wei… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
As a key component of the high-speed railway catenary, the insulator plays an important role
in supporting the catenary and maintaining the insulation between the catenary and earth …
in supporting the catenary and maintaining the insulation between the catenary and earth …
Detection of a moving UAV based on deep learning-based distance estimation
YC Lai, ZY Huang - Remote Sensing, 2020 - mdpi.com
Distance information of an obstacle is important for obstacle avoidance in many
applications, and could be used to determine the potential risk of object collision. In this …
applications, and could be used to determine the potential risk of object collision. In this …
Depth estimation matters most: Improving per-object depth estimation for monocular 3d detection and tracking
Monocular image-based 3D perception has become an active research area in recent years
owing to its applications in autonomous driving. Approaches to monocular 3D perception …
owing to its applications in autonomous driving. Approaches to monocular 3D perception …
Machine learning in urban rail transit systems: a survey
Urban Rail Transit Systems (URTS) have increasingly become the backbone of modern
public transportation, attributed to their unparalleled convenience, high efficiency, and …
public transportation, attributed to their unparalleled convenience, high efficiency, and …
Application of raycast method for person geolocalization and distance determination using UAV images in Real-World land search and rescue scenarios
People enjoy spending time in the wilderness for numerous reasons. However, they
occasionally get lost or injured, and their survival depends on being efficiently found and …
occasionally get lost or injured, and their survival depends on being efficiently found and …