Performance enhancement techniques for traffic sign recognition using a deep neural network
Sign Up to like & getrecommendations! Published in 2020 at "Multimedia Tools and Applications"
DOI: 10.1007/s11042-020-08848-z
Abstract: An advanced traffic sign recognition (ATSR) system using novel pre-processing techniques and optimization techniques has been proposed. During the pre-processing of input road images, color contrasts are enhanced and edges are made clearer, for easier… read more here.
Keywords: traffic; recognition; performance; traffic signs ... See more keywords
A three-stage real-time detector for traffic signs in large panoramas
Sign Up to like & getrecommendations! Published in 2019 at "Computational Visual Media"
DOI: 10.1007/s41095-019-0152-1
Abstract: Traffic sign detection is one of the key components in autonomous driving. Advanced autonomous vehicles armed with high quality sensors capture high definition images for further analysis. Detecting traffic signs, moving vehicles, and lanes is… read more here.
Keywords: traffic; detection; three stage; detector ... See more keywords
Traffic sign perception among Jordanian drivers: An evaluation study
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DOI: 10.1016/j.tranpol.2018.02.017
Abstract: Abstract Highway traffic control signs are commonly used to regulate, warn, and guide road users. It is widely believed that traffic signs comprehension has a tremendous effect on traffic safety. The primary objective of this… read more here.
Keywords: traffic; among jordanian; familiarity comprehensibility; jordanian drivers ... See more keywords
Improved detection method for traffic signs in real scenes applied in intelligent and connected vehicles
Sign Up to like & getrecommendations! Published in 2020 at "Iet Intelligent Transport Systems"
DOI: 10.1049/iet-its.2019.0475
Abstract: Detecting traffic signs is an essential task for intelligent and connected vehicles. In this study, a modified model based on the method of You Only Look Once (YOLO) is proposed for detecting different types of… read more here.
Keywords: connected vehicles; real scenes; model; intelligent connected ... See more keywords
Wireless digital traffic signs of the future
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DOI: 10.1049/iet-net.2018.5127
Abstract: Traffic signs have come a long way since the first automobile was invented. They have long served the purpose of warning and guiding drivers and also enforcing the traffic laws governing speed, parking, turns, and… read more here.
Keywords: traffic; digital traffic; wireless digital; traffic signs ... See more keywords
Mobile Mapping System for Automatic Extraction of Geodetic Coordinates for Traffic Signs Based on Enhanced Point Cloud Reconstruction
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3219415
Abstract: Lidar sensors are commonly equipped on a mobile mapping system (MMS) to establish point clouds for HD map creation. However, the point clouds themselves do not contain object attributes. Therefore, human operators have to manually… read more here.
Keywords: mapping system; point cloud; traffic; traffic signs ... See more keywords
Investigations on Speed Planning Algorithm and Trajectory Tracking Control of Intersection Scenarios Without Traffic Signs
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Access"
DOI: 10.1109/access.2023.3239079
Abstract: Efficient intersection planning is one of the most challenging tasks for an autonomous vehicle at present. The degree of response to other traffic participants and whether the path tracking effect is good are the key… read more here.
Keywords: intersection; speed planning; control; traffic signs ... See more keywords
SC-YOLO: A Object Detection Model for Small Traffic Signs
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Access"
DOI: 10.1109/access.2023.3241234
Abstract: Automatic traffic sign detection has great potential for intelligent vehicles. In recent years, traffic sign detection has made significant progress with the rise of deep learning. Detecting small traffic signs in real-world scenarios is still… read more here.
Keywords: model small; small traffic; traffic; traffic signs ... See more keywords
Traffic Sign Recognition Based on Semantic Scene Understanding and Structural Traffic Sign Location
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Intelligent Transportation Systems"
DOI: 10.1109/tits.2022.3145467
Abstract: Traffic sign recognition (TSR) plays an important role in driving assistance system and traffic safety insurance. However, existing methods focus on extracting features of traffic signs and ignore the constraints of spatial positional relationships between… read more here.
Keywords: sign recognition; traffic; traffic signs; traffic sign ... See more keywords
Interactive Planning for Autonomous Driving in Intersection Scenarios Without Traffic Signs
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Intelligent Transportation Systems"
DOI: 10.1109/tits.2022.3205250
Abstract: Efficient intersection planning is one of the most challenging tasks for an autonomous vehicle at present. Politeness to other traffic participants and reaction to surrounding information are the key aspects that determine the performance of… read more here.
Keywords: intersection; planning autonomous; traffic; traffic signs ... See more keywords
Study on the Deocclusion of the Visibility Window of Traffic Signs on a Curved Highway
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Advanced Transportation"
DOI: 10.1155/2020/4291018
Abstract: Highway navigation is often affected by complex topography, and the flat curve plays an important role in the horizontal alignment design of a highway. Many curves are formed, where visibility could be decreased. Thus, the… read more here.
Keywords: traffic; visibility window; visibility; highway ... See more keywords