An improved particle filter for mobile robot localization based on particle swarm optimization

Q Zhang, P Wang, Z Chen - Expert Systems with Applications, 2019 - Elsevier
As one of the most important issues in the field of mobile robotics, self-localization allows a
mobile robot to identify and keep track of its own position and orientation as the robot moves …

Pedestrian lane detection for assistive navigation of vision-impaired people: Survey and experimental evaluation

Y Lei, SL Phung, A Bouzerdoum, HT Le, K Luu - IEEE Access, 2022 - ieeexplore.ieee.org
Pedestrian lane detection is a crucial task in assistive navigation for vision-impaired people.
It can provide information on walkable regions, help blind people stay on the pedestrian …

A novel mobile robot localization approach based on topological maps using classification with reject option in omnidirectional images

LB Marinho, JS Almeida, JWM Souza… - Expert Systems with …, 2017 - Elsevier
Mobile robot localization, which allows a robot to identify its position, is one of main
challenges in the field of Robotics. In this work, we provide an evaluation of consolidated …

[HTML][HTML] Pedestrian lane detection in unstructured scenes for assistive navigation

SL Phung, MC Le, A Bouzerdoum - Computer Vision and Image …, 2016 - Elsevier
Automatic detection of the pedestrian lane in a scene is an important task in assistive and
autonomous navigation. This paper presents a vision-based algorithm for pedestrian lane …

Hybrid deep learning-Gaussian process network for pedestrian lane detection in unstructured scenes

TNA Nguyen, SL Phung… - IEEE transactions on …, 2020 - ieeexplore.ieee.org
Pedestrian lane detection is an important task in many assistive and autonomous navigation
systems. This article presents a new approach for pedestrian lane detection in unstructured …

Rapid vanishing point estimation for general road detection

O Miksik - 2012 IEEE International Conference on Robotics and …, 2012 - ieeexplore.ieee.org
This paper deals with fast vanishing point estimation for autonomous robot navigation.
Preceding approaches showed suitable results and vanishing point estimation was used in …

Road direction detection based on vanishing-point tracking

P Moghadam, JF Dong - 2012 IEEE/RSJ International …, 2012 - ieeexplore.ieee.org
We present a novel approach for vision-based road direction detection for autonomous
Unmanned Ground Vehicles (UGVs). The proposed method utilizes only monocular vision …

[PDF][PDF] Intelligent vision-based real-time detection for rough terrain navigation robot

R Al-Jarrah - International Journal of Mechanical Engineering and …, 2021 - researchgate.net
The environmental perception is very important for autonomous intelligent ground robots in
the outdoor areas. One of the essential tasks for these robots is to detect the unstructured …

A review of advancements in deep learning-based shadow detection and removal in image and video analysis

H Liu, KS Yen - International Journal of Intelligent …, 2024 - inderscienceonline.com
Shadow detection and removal are vital in image processing and computer vision
applications, and have impacted diverse industries such as automated driving, medicine …

Detection and tracking of boundary of unmarked roads

YW Seo, RR Rajkumar - 17th International Conference on …, 2014 - ieeexplore.ieee.org
This paper presents a new method of detecting and tracking the boundaries of drivable
regions in road without road-markings. As unmarked roads connect residential places to …