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869 Results Found

  • Article
  • Open Access
242 Views
39 Pages

RoadMark-cGAN: Generative Conditional Learning to Directly Map Road Marking Lines from Aerial Orthophotos via Image-to-Image Translation

  • Calimanut-Ionut Cira,
  • Naoto Yokoya,
  • Miguel-Ángel Manso-Callejo,
  • Ramon Alcarria,
  • Clifford Broni-Bediako,
  • Junshi Xia and
  • Borja Bordel

Road marking lines can be extracted from aerial images using semantic segmentation (SS) models; however, in this work, a conditional generative adversarial network, RoadMark-cGAN, is proposed for direct extraction of these representations with image-...

  • Article
  • Open Access
28 Citations
7,979 Views
20 Pages

An Algorithm for Automatic Road Asphalt Edge Delineation from Mobile Laser Scanner Data Using the Line Clouds Concept

  • Carlos Cabo,
  • Antero Kukko,
  • Silverio García-Cortés,
  • Harri Kaartinen,
  • Juha Hyyppä and
  • Celestino Ordoñez

7 September 2016

Accurate road asphalt extent delineation is needed for road and street planning, road maintenance, and road safety assessment. In this article, a new approach for automatic roadside delineation is developed based on the line clouds concept. The metho...

  • Article
  • Open Access
93 Citations
11,549 Views
21 Pages

Scan Line Based Road Marking Extraction from Mobile LiDAR Point Clouds

  • Li Yan,
  • Hua Liu,
  • Junxiang Tan,
  • Zan Li,
  • Hong Xie and
  • Changjun Chen

17 June 2016

Mobile Mapping Technology (MMT) is one of the most important 3D spatial data acquisition technologies. The state-of-the-art mobile mapping systems, equipped with laser scanners and named Mobile LiDAR Scanning (MLS) systems, have been widely used in a...

  • Article
  • Open Access
1 Citations
2,384 Views
18 Pages

Simulation-Based Self-Supervised Line Extraction for LiDAR Odometry in Urban Road Scenes

  • Peng Wang,
  • Ruqin Zhou,
  • Chenguang Dai,
  • Hanyun Wang,
  • Wanshou Jiang and
  • Yongsheng Zhang

11 November 2023

LiDAR odometry is a fundamental task for high-precision map construction and real-time and accurate localization in autonomous driving. However, point clouds in urban road scenes acquired by vehicle-borne lasers are of large amounts, “near dens...

  • Article
  • Open Access
9 Citations
9,082 Views
16 Pages

High Resolution Trichromatic Road Surface Scanning with a Line Scan Camera and Light Emitting Diode Lighting for Road-Kill Detection

  • Gil Lopes,
  • A. Fernando Ribeiro,
  • Neftalí Sillero,
  • Luís Gonçalves-Seco,
  • Cristiano Silva,
  • Marc Franch and
  • Paulo Trigueiros

19 April 2016

This paper presents a road surface scanning system that operates with a trichromatic line scan camera with light emitting diode (LED) lighting achieving road surface resolution under a millimeter. It was part of a project named Roadkills—Intelligent...

  • Systematic Review
  • Open Access
14 Citations
5,241 Views
41 Pages

6 November 2023

This review summarizes the methods and approaches for quantifying the sustainability performance of roads based on the Triple Bottom Line (TBL) concept. Furthermore, research gaps and challenges in the sustainability assessment of roads are identifie...

  • Article
  • Open Access
8 Citations
5,122 Views
19 Pages

In last decades, Mobile Light Detection And Ranging (LiDAR) systems were revealed to be an efficient and reliable method to collect dense and precise point clouds. The challenge now faced by researchers is the automatic object extraction from those p...

  • Review
  • Open Access
199 Citations
22,732 Views
33 Pages

Mobile Laser Scanned Point-Clouds for Road Object Detection and Extraction: A Review

  • Lingfei Ma,
  • Ying Li,
  • Jonathan Li,
  • Cheng Wang,
  • Ruisheng Wang and
  • Michael A. Chapman

24 September 2018

The mobile laser scanning (MLS) technique has attracted considerable attention for providing high-density, high-accuracy, unstructured, three-dimensional (3D) geo-referenced point-cloud coverage of the road environment. Recently, there has been an in...

  • Article
  • Open Access
7 Citations
2,609 Views
23 Pages

Proposal for the Integration of the Assessment and Management of Electrical Risk from Overhead Power Lines in BIM for Road Projects

  • Darío Collado-Mariscal,
  • Juan Pedro Cortés-Pérez,
  • Alfonso Cortés-Pérez and
  • Antonia Cuevas-Murillo

Electrical risk has a particular impact within the construction sector. This leads to the development of regulations to mitigate it, but correct application of regulations is impossible with a traditional 2D analysis. The construction sector is using...

  • Article
  • Open Access
17 Citations
3,114 Views
26 Pages

A Model-Driven-to-Sample-Driven Method for Rural Road Extraction

  • Jiguang Dai,
  • Rongchen Ma,
  • Litao Gong,
  • Zimo Shen and
  • Jialin Wu

7 April 2021

Road extraction in rural areas is one of the most fundamental tasks in the practical application of remote sensing. In recent years, sample-driven methods have achieved state-of-the-art performance in road extraction tasks. However, sample-driven met...

  • Article
  • Open Access
31 Citations
6,908 Views
18 Pages

Adaptive Obstacle Detection for Mobile Robots in Urban Environments Using Downward-Looking 2D LiDAR

  • Cong Pang,
  • Xunyu Zhong,
  • Huosheng Hu,
  • Jun Tian,
  • Xiafu Peng and
  • Jianping Zeng

29 May 2018

Environment perception is important for collision-free motion planning of outdoor mobile robots. This paper presents an adaptive obstacle detection method for outdoor mobile robots using a single downward-looking LiDAR sensor. The method begins by ex...

  • Article
  • Open Access
13 Citations
7,752 Views
16 Pages

Deep Learning Segmentation and 3D Reconstruction of Road Markings Using Multiview Aerial Imagery

  • Franz Kurz,
  • Seyed Majid Azimi,
  • Chun-Yu Sheu and
  • Pablo d’Angelo

The 3D information of road infrastructures is growing in importance with the development of autonomous driving. In this context, the exact 2D position of road markings as well as height information play an important role in, e.g., lane-accurate self-...

  • Article
  • Open Access
3 Citations
4,567 Views
19 Pages

19 December 2021

Since the relative weight of form to function has been increasing in urban planning, from the esthetic viewpoint, many cities in the world have been actively pursuing the undergrounding of overhead utility lines. Esthetic factors are urban externalit...

  • Article
  • Open Access
14 Citations
6,433 Views
21 Pages

10 January 2023

Aiming at the current lane line detection algorithm in complex traffic scenes, such as lane lines being blocked by shadows, blurred roads, and road sparseness, which lead to low lane line detection accuracy and poor real-time detection speed, this pa...

  • Article
  • Open Access
12 Citations
5,285 Views
13 Pages

Accurate and Detailed Transversal Road Section Characteristics Extraction Using Laser Scanner

  • Felipe Jiménez,
  • Miguel Clavijo,
  • Fernando Castellanos and
  • Carlos Álvarez

Road vehicle lateral positioning is a key aspect of many assistance applications and autonomous driving. However, conventional GNSS-based positioning systems and fusion with inertial systems are not able to achieve these levels of accuracy under real...

  • Article
  • Open Access
32 Citations
5,325 Views
14 Pages

Road markings that provide instructions for unmanned driving are important elements in high-precision maps. In road information collection technology, multi-beam mobile LiDAR scanning (MLS) is currently adopted instead of traditional mono-beam LiDAR...

  • Article
  • Open Access
2 Citations
2,227 Views
24 Pages

2 December 2021

This paper proposes a new multi-objective bi-level programming model for the ring road bus lines and fare design problems. The proposed model consists of two layers: the traffic management operator and travelers. In the upper level, we propose a mult...

  • Article
  • Open Access
18 Citations
4,950 Views
17 Pages

A Low Cost Vision-Based Road-Following System for Mobile Robots

  • Haojie Zhang,
  • David E. Hernandez,
  • Zhibao Su and
  • Bo Su

13 September 2018

Navigation is necessary for autonomous mobile robots that need to track the roads in outdoor environments. These functions could be achieved by fusing data from costly sensors, such as GPS/IMU, lasers and cameras. In this paper, we propose a novel me...

  • Article
  • Open Access
6 Citations
3,314 Views
14 Pages

LaneFormer: Real-Time Lane Exaction and Detection via Transformer

  • Yinyi Yang,
  • Haiyong Peng,
  • Chuanchang Li,
  • Weiwei Zhang and
  • Kelu Yang

27 September 2022

In intelligent driving, lane line detection is a basic but challenging task, especially in complex road conditions. The current detection algorithms based on convolutional neural networks perform well for simple scenes with plenty of light, and the l...

  • Article
  • Open Access
15 Citations
7,907 Views
13 Pages

Electric Trolley Trucks—A Techno-Economic Assessment for Germany

  • Martin Wietschel,
  • Till Gnann,
  • Patrick Plötz and
  • Claus Doll

Road freight transport is responsible for about one-third of road transport emissions and it is still growing. One solution to decarbonize this sector are electric trolley trucks powered by overhead lines. We compare electric trolley trucks to conven...

  • Article
  • Open Access
43 Citations
10,268 Views
29 Pages

Road Lane Detection Robust to Shadows Based on a Fuzzy System Using a Visible Light Camera Sensor

  • Toan Minh Hoang,
  • Na Rae Baek,
  • Se Woon Cho,
  • Ki Wan Kim and
  • Kang Ryoung Park

28 October 2017

Recently, autonomous vehicles, particularly self-driving cars, have received significant attention owing to rapid advancements in sensor and computation technologies. In addition to traffic sign recognition, road lane detection is one of the most imp...

  • Article
  • Open Access
8 Citations
6,041 Views
12 Pages

Spatial Response to Linear Infrastructures by the Endangered Golden Lion Tamarin

  • Priscila da Silva Lucas,
  • Milene Alves-Eigenheer,
  • Talitha Mayumi Francisco,
  • James M. Dietz and
  • Carlos Ramón Ruiz-Miranda

26 June 2019

Linear infrastructures are a primary driver of economic development. However, they also can negatively affect wildlife by mortality and the barrier effect. In this paper, we address how paved and unpaved roads, high-tension power lines, and gas/oil p...

  • Article
  • Open Access
2 Citations
2,655 Views
14 Pages

15 April 2024

A change to zero-emission drive systems in road freight transport is required to achieve climate protection targets. Therefore, alternative drive systems for road freight transport are being tested in field trials in Germany. One such technology is t...

  • Article
  • Open Access
6 Citations
3,033 Views
21 Pages

20 June 2022

This paper is dedicated to studying on-line routing decisions for exploring a disrupted road network in the context of humanitarian logistics using an unmanned aerial vehicle (UAV) with flying range limitations. The exploration aims to extract accura...

  • Article
  • Open Access
13 Citations
8,975 Views
15 Pages

Automated Modeling of Road Networks for High-Definition Maps in OpenDRIVE Format Using Mobile Mapping Measurements

  • Kai-Wei Chiang,
  • Hao-Yu Pai,
  • Jhih-Cing Zeng,
  • Meng-Lun Tsai and
  • Naser El-Sheimy

1 June 2022

With growing attention being devoted to autonomous vehicle (AV) safety, people have recently attached importance to high-definition (HD) maps. HD maps are not limited by environmental factors and can limit AVs driving in certain lanes. HD maps provid...

  • Article
  • Open Access
14 Citations
4,792 Views
18 Pages

Lane line detection is a fundamental and critical task for geographic information perception of driverless and advanced assisted driving. However, the traditional lane line detection method relies on manual adjustment of parameters, and has poor univ...

  • Article
  • Open Access
6 Citations
2,399 Views
14 Pages

30 September 2023

To cope with the challenges of autonomous driving in complex road environments, the need for collaborative multi-tasking has been proposed. This research direction explores new solutions at the application level and has become a hot topic of great in...

  • Article
  • Open Access
2,706 Views
16 Pages

Research on Reliability of Vehicle Line Detection and Lane Keeping Systems

  • Vytenis Surblys,
  • Vidas Žuraulis and
  • Tadas Tinginys

15 November 2025

This research focuses on vehicle Advanced Driver Assistance Systems (ADAS), with particular emphasis on Lane Keeping Assist (LKA) systems which is designed to help drivers keep a vehicle centered within its lane and reduce the risk of unintentional l...

  • Article
  • Open Access
9 Citations
4,279 Views
16 Pages

2 August 2021

One of the solutions to improve the eco-efficiency of road freight transport is to combine existing transport modules into Longer and/or Heavier Vehicles (LHVs). The scientific and industrial communities have paid increasing attention to an LHV, know...

  • Article
  • Open Access
1 Citations
899 Views
33 Pages

Mobile Tunnel Lining Measurable Image Scanning Assisted by Collimated Lasers

  • Xueqin Wu,
  • Jian Ma,
  • Jianfeng Wang,
  • Hongxun Song and
  • Jiyang Xu

4 July 2025

The health of road tunnel linings directly impacts traffic safety and requires regular inspection. Appearance defects on tunnel linings can be measured through images scanned by cameras mounted on a car to avoid disrupting traffic. Existing tunnel li...

  • Article
  • Open Access
1 Citations
2,278 Views
16 Pages

11 May 2021

The pattern of bounding box representation and regression has long been dominant in CNN-based pedestrian detectors. Despite the method’s success, it cannot accurately represent location, and introduces unnecessary background information, while pedest...

  • Article
  • Open Access
31 Citations
5,189 Views
28 Pages

20 September 2018

An Extended Line Map (ELM)-based precise vehicle localization method is proposed in this paper, and is implemented using 3D Light Detection and Ranging (LIDAR). A binary occupancy grid map in which grids for road marking or vertical structures have a...

  • Article
  • Open Access
1 Citations
2,087 Views
16 Pages

Optimal Speed Model of Urban Underwater Tunnel Based on CO2 Emissions Factor

  • Ying Chen,
  • Zhigang Du,
  • Fangtong Jiao and
  • Shuyang Zhang

4 August 2022

This study aims to reduce air pollution caused by vehicle emissions in confined spaces and realize low-carbon travel in urban underwater tunnels. Based on the MEET (Methodologies for Estimating Air Pollutant Emissions from Transport) and COPERT (Comp...

  • Feature Paper
  • Article
  • Open Access
11 Citations
4,856 Views
26 Pages

26 October 2022

Non-road sectors, such as agriculture and construction machinery, require high energy densities and flexibility in use, which is why diesel engines are mainly used. The use of climate-neutral fuels, produced from renewable energies, such as Oxymethyl...

  • Article
  • Open Access
8 Citations
2,771 Views
14 Pages

28 October 2022

This study investigates the digitalization capabilities and the moderating effect of green open innovation (GOI) that firms need to achieve triple bottom line (TBL) performance in the Belt and Road Initiative (BRI). This study explores the structure...

  • Article
  • Open Access
24 Citations
8,718 Views
13 Pages

23 June 2016

Vanishing-point detection is an important component for the visual navigation system of an autonomous mobile robot. In this paper, we present a novel line space voting method for fast vanishing-point detection. First, the line segments are detected f...

  • Article
  • Open Access
27 Citations
8,444 Views
20 Pages

22 July 2019

Typically, lane departure warning systems rely on lane lines being present on the road. However, in many scenarios, e.g., secondary roads or some streets in cities, lane lines are either not present or not sufficiently well signaled. In this work, we...

  • Data Descriptor
  • Open Access
3 Citations
7,526 Views
7 Pages

Dataset of Annotated Virtual Detection Line for Road Traffic Monitoring

  • Ivars Namatēvs,
  • Roberts Kadiķis,
  • Anatolijs Zencovs,
  • Laura Leja and
  • Artis Dobrājs

31 March 2022

Monitoring, detection, and control of traffic is a serious problem in many cities and on roads around the world and poses a problem for effective and safe control and management of pedestrians with edge devices. Systems using the computer vision appr...

  • Article
  • Open Access
2 Citations
7,295 Views
20 Pages

7 December 2023

Road accidents are a leading cause of death in Thailand, with increasing fatalities. Despite road safety campaigns during holidays, consistent communication is lacking in daily life. This research aimed to create Line application stickers, a top chat...

  • Article
  • Open Access
1 Citations
2,554 Views
14 Pages

Availability of an Overhead Contact Line System for the Electrification of Road Freight Transport

  • Jürgen K. Wilke,
  • Ferdinand Schöpp,
  • Regina Linke,
  • Laurenz Bremer,
  • Maya Ada Scheyltjens,
  • Niki Buggenhout and
  • Eva Kassens-Noor

28 July 2024

The electrification of road freight transport on highways using an overhead contact line system is being tested in Germany. In this study, we investigated availability of an overhead contact line system based upon unique real-world data gathered in t...

  • Article
  • Open Access
20 Citations
10,461 Views
23 Pages

13 November 2012

This paper presents a vehicle dynamics prediction system, which consists of a sensor fusion system and a vehicle parameter identification system. This sensor fusion system can obtain the six degree-of-freedom vehicle dynamics and two road angles with...

  • Article
  • Open Access
443 Views
19 Pages

16 October 2025

To clarify the influence of reinforcement corrosion on the mechanical performance of road tunnel linings, localized tests on reinforcement-induced concrete expansion are conducted to identify cracking patterns and their effects on load-bearing behavi...

  • Article
  • Open Access
1 Citations
1,031 Views
35 Pages

DoubleNet: A Method for Generating Navigation Lines of Unstructured Soil Roads in a Vineyard Based on CNN and Transformer

  • Xuezhi Cui,
  • Licheng Zhu,
  • Bo Zhao,
  • Ruixue Wang,
  • Zhenhao Han,
  • Kunlei Lu,
  • Xuguang Feng,
  • Jipeng Ni and
  • Xiaoyi Cui

23 February 2025

Navigating unstructured roads in vineyards with weak satellite signals presents significant challenges for robotic systems. This research introduces DoubleNet, an innovative deep-learning model designed to generate navigation lines for such condition...

  • Article
  • Open Access
23 Citations
4,873 Views
17 Pages

Road dust as a by-product of exhaust and non-exhaust emissions can be a major cause of systemic oxidative stress and multiple disorders. Substantial amounts of road dust are repeatedly resuspended, in particular at traffic lights and junctions where...

  • Article
  • Open Access
2 Citations
3,428 Views
23 Pages

The need to protect critical infrastructures (for short called assets within this paper) arises because of the hazards they are exposed to. In this article, the hazard is represented by the landslides. The first part of the paper proposes a scientifi...

  • Article
  • Open Access
7 Citations
4,713 Views
21 Pages

2 February 2023

Updating the road infrastructure requires the potential mass adoption of the road studs currently used in car detection, speed monitoring, and path marking. Road studs commonly include RF transceivers connecting the buried sensors to an offsite base...

  • Review
  • Open Access
101 Citations
19,402 Views
36 Pages

14 December 2019

Tracking drivers’ eyes and gazes is a topic of great interest in the research of advanced driving assistance systems (ADAS). It is especially a matter of serious discussion among the road safety researchers’ community, as visual distracti...

  • Article
  • Open Access
44 Citations
8,124 Views
22 Pages

A Fast Algorithm for Rail Extraction Using Mobile Laser Scanning Data

  • Yidong Lou,
  • Tian Zhang,
  • Jian Tang,
  • Weiwei Song,
  • Yi Zhang and
  • Liang Chen

10 December 2018

Railroads companies conduct regular inspections of their tracks to maintain and update the geographic data for railway management. Traditional railroad inspection methods, such as onsite inspections and semi-automated analysis of imagery and video da...

  • Article
  • Open Access
3 Citations
2,627 Views
19 Pages

15 March 2024

Urban vegetable farming in wetlands and riverbanks are common features of Ugandan cities. However, urbanization has led to various anthropogenic activities that can lead to the pollution of water resources, enrichment of pollutants in soils and, cons...

  • Article
  • Open Access
24 Citations
6,794 Views
20 Pages

Asphalt pavements are subject to regular inspection and maintenance activities over time. Many techniques have been suggested to evaluate pavement surface conditions, but most of these are either labour-intensive tasks or require costly instruments....

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