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Pavement Cracks Detection Based on FDWT
2009 International Conference on Computational Intelligence and Software Engineering, 2009Automatic detection of road cracks has been a hot topic since it reduces economic loses. It is not easy to get efficient detection algorithms because of complexity, diversity of pavement images and pavement distress's weak information. In this paper, a new approach of pavement cracks detection based on FDWT (fractional differential and wavelet ...
Changxia Ma +4 more
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Pavement crack detection based on deep learning
2021 33rd Chinese Control and Decision Conference (CCDC), 2021Effective and timely crack identification is essential to repair and limit road aging. So far, most crack detection follows manual testing rather than automatic detection based on image, which make the whole process is expensive and time-consuming. In this study, we proposed a deep learning network, that use YOLO v3 and adaptive spatial feature fusion (
Rui Zhang, Yixuan Shi, Xiaozheng Yu
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Pavement Crack Detection using Convolutional Neural Network
Proceedings of the Ninth International Symposium on Information and Communication Technology - SoICT 2018, 2018Pavement crack detection is an important problem in road maintenance. There are many processing methods, including traditional and modern methods, solving this issue. Traditional methods use edge detection or some other digital image processing for crack detection, but these approaches are sensitive to many types of noise and unwanted objects on the ...
Nhung Thi Hong Nguyen +3 more
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Pavement crack detection based on texture feature
SPIE Proceedings, 2011A novel automatic pavement crack detection approach based on texture feature is proposed. The bidirectional multi-level median filter is applied in pretreatment process to eliminate noise while maintain the details of crack edge. Improved center-symmetric local binary pattern (ICS-LBP) texture feature, local correlation texture feature and relative ...
Xiuhua Zhang, Yanjun Chen, Hanyu Hong
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Pavement crack detection using the Gabor filter
16th International IEEE Conference on Intelligent Transportation Systems (ITSC 2013), 2013Crack is a common form of pavement distress and it carries significant information on the condition of roads. The detection of cracks is essential to perform pavement maintenance and rehabilitation. Many of the highways agencies, in different countries, are still employing conventional, costly and very time consuming techniques which involve direct ...
M. Salman +3 more
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Image Segmentation for Pavement Crack Detection System
2020 10th IEEE International Conference on Control System, Computing and Engineering (ICCSCE), 2020Pavement distress refers to the condition of pavement surface in terms of its general appearance. Cracks is a type of pavement distress and commonly occur in a road infrastructure. Crack on a pavement surface shows an early sign of pavement problems and aging.
Abdul Rahim Ahmad +4 more
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CrackTree: Automatic crack detection from pavement images
Pattern Recognition Letters, 2012Pavement cracks are important information for evaluating the road condition and conducting the necessary road maintenance. In this paper, we develop CrackTree, a fully-automatic method to detect cracks from pavement images. In practice, crack detection is a very challenging problem because of (1) low contrast between cracks and the surrounding pavement,
Qin Zou +4 more
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Pavement Crack Detection based on yolo v3
2019 2nd International Conference on Safety Produce Informatization (IICSPI), 2019In recent years, with the rapid development of the economy, road construction has entered the stage of coexistence of construction and conservation. Even road maintenance has become a major aspect of road construction. The government invests a lot of money in road maintenance every year.
Mingxin Nie, Cheng Wang
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Matched Filtering Algorithm for Pavement Cracking Detection
Transportation Research Record: Journal of the Transportation Research Board, 2013There have been rapid developments in automated surveying of cracking pavements in recent years. Laser-imaging technology has made the acquisition of shadow-free images feasible. However, because of the complexity of pavement surfaces, the diverse characteristics of cracks, the presence of foreign objects, and varying identification protocols, the ...
Allen Zhang +3 more
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Using Wavelet Technology for Pavement Crack Detection
ICLEM 2010, 2010Edge detection is an alternative method in the process for identifying and classifying pavement cracks for automated pavement management systems. This paper presents a new approach in automation for crack detection on pavement surface images using wavelet technology.
Shiqing Liang, Bocheng Sun
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