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Wavelet Packet Denoising for Pavement Surface Cracks Detection

2008 International Conference on Computational Intelligence and Security, 2008
Removing noise from pavement images to improve the quality of images is an important step of pavement image processing. A novel noise reduction method based on wavelet packet for pavement images is presented. Firstly, the image is transformed into a wavelet packet domain.
Yongxia Zuo   +2 more
openaire   +1 more source

A Fast and Accurate Automated Pavement Crack Detection Algorithm

2018 26th European Signal Processing Conference (EUSIPCO), 2018
Over the last 20 years, several crack detection algorithms have been developed to implement safe and efficient automated road condition survey (ARCS) systems. Although the current state-of-the-art algorithms can achieve a high level of accuracy, their computation time makes them infeasible to implement in real-time without massive parallelization. This
Anirban Chatterjee, Yi-Chang Tsai 0001
openaire   +1 more source

Road pavement crack automatic detection by MMS images

21st Mediterranean Conference on Control and Automation, 2013
The research topic was to test different feature extraction methods to localize road pavement cracks useful to construct a spatial database for the pavement distress monitoring. Several images were acquired by means of a line scan camera that assembled in a Mobile Mapping System (MMS) allows tracking directly the position of the images by a GPS-INS ...
Adriano Mancini   +3 more
openaire   +1 more source

Pavement crack detection based on texture feature

SPIE Proceedings, 2011
A 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
openaire   +1 more source

Matched Filtering Algorithm for Pavement Cracking Detection

Transportation Research Record: Journal of the Transportation Research Board, 2013
There 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
openaire   +1 more source

Pavement Crack Detection based on yolo v3

2019 2nd International Conference on Safety Produce Informatization (IICSPI), 2019
In 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
openaire   +1 more source

An Automatic Pavement Crack Detection System with FocusCrack Dataset

2022 IEEE 96th Vehicular Technology Conference (VTC2022-Fall), 2022
Xinyun Yan   +6 more
openaire   +1 more source

Pavement Crack Detection on BEV Based on Attention-Unet

2022 IEEE 2nd International Conference on Digital Twins and Parallel Intelligence (DTPI), 2022
Jia Zhang   +3 more
openaire   +1 more source

Pavement crack detection based on transformer network

Automation in Construction, 2023
Yu Qian, Huayang Yu
exaly  

One-stage 3D profile-based pavement crack detection and quantification

Automation in Construction, 2023
Jinchao Guan
exaly  

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