Results 21 to 30 of about 1,133 (261)
Concrete Pavement Crack Detection Based on Dilated Convolution and Multi-features Fusion [PDF]
Jisuanji kexue, 2022 Crack detection for concrete pavement is an important fundamental task to ensure the safety of the road.Due to the complicated concrete pavement background and the diversity of cracks,a novel crack detection network of concrete pavement based on dilated ...
QU Zhong, CHEN Wen
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Pavement crack characteristic detection based on sparse representation [PDF]
EURASIP Journal on Advances in Signal Processing, 2012 Abstract Pavement crack detection plays an important role in pavement maintaining and management. The three-dimensional (3D) pavement crack detection technique based on laser is a recent trend due to its ability of discriminating dark areas, which are not caused by pavement distress such as tire marks, oil spills and shadows.
Xiaoming Sun 0005 +3 more
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Pavement crack analysis by referring to historical crack data based on multi-scale localization.
PLoS ONE, 2020 Pavement crack analysis, which deals with crack detection and crack growth detection, is a crucial task for modern Pavement Management Systems (PMS). This paper proposed a novel approach that uses historical crack data as reference for automatic pavement
Xianglong Wang +3 more
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Automated Pavement Crack Damage Detection Using Deep Multiscale Convolutional Features
Journal of Advanced Transportation, 2020 Road pavement cracks automated detection is one of the key factors to evaluate the road distress quality, and it is a difficult issue for the construction of intelligent maintenance systems.
Weidong Song +4 more
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STrans-YOLOX: Fusing Swin Transformer and YOLOX for Automatic Pavement Crack Detection
Applied Sciences, 2023 Automatic pavement crack detection is crucial for reducing road maintenance costs and ensuring transportation safety. Although convolutional neural networks (CNNs) have been widely used in automatic pavement crack detection, they cannot adequately model ...
Hui Luo +3 more
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Pavement Crack Detection Using Sketch Token
Procedia Computer Science, 2018 Abstract Due to the serious threats to road safety caused by pavement distress, it has drawn much attention to seek efficient road crack detection methods for automatic pavement condition evaluation. In recent detectors, structure information of cracks has not been utilized effectively, which leads to the high sensitivity to crack-like noises.
Fan Meng, Aihua Li
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NHA12D: A new pavement crack dataset and a comparison study of crack detection algorithms
Computing in Construction, 2022 Crack detection plays a key role in automated pavement inspection. Although a large number of algorithms have been developed in recent years to further boost performance, there are still remaining challenges in practice, due to the complexity of pavement images.
Huang, Zhening +3 more
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Deep Learning Based Pavement Inspection Using Self-Reconfigurable Robot
Sensors, 2021 The pavement inspection task, which mainly includes crack and garbage detection, is essential and carried out frequently. The human-based or dedicated system approach for inspection can be easily carried out by integrating with the pavement sweeping ...
Balakrishnan Ramalingam +7 more
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International Journal of Transportation Science and Technology, 2022 Pavement distresses, including cracking and disintegration, deteriorate road user’s comfort, damage vehicles, increase evasive maneuvers, and increase emissions.
Ce Zhang +3 more
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End-to-End Pavement Crack Detection Method Based on Transformer
Taiyuan Ligong Daxue xuebao, 2022 Aiming at the problem of low detection accuracy caused by irregular crack shape and complex background in pavement crack detection scene, an end-to-end pavement crack detection method based on transformer, CrackFormerNet, was proposed.
Jun LIU +4 more
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