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Line-Structured Light Rut Detection of Asphalt Pavement with Pavement Markings Interference under Strong Light
Publisher: ASCE
Abstract: The construction of highways has been well-developed worldwide. Meanwhile, the heavy traffic flow brings huge pressure on highway maintenance. Pavement rutting is one of the major pavement distresses and its detection has ...
Pavement Cracking Detection and Classification Based on 3D Image Using Multiscale Clustering Model
Publisher: ASCE
Abstract: The use of three-dimensional (3D) pavement distress detection mechanisms has become a trend in pavement surface condition evaluation, including crack classifications and ratings. Inaccurate crack classification could affect ...
Automatic Pixel-Level Segmentation of Multiple Pavement Distresses and Surface Design Features with PDSNet II
Publisher: American Society of Civil Engineers
Abstract: Effective distress detection and quantitative analysis play a crucial role in road maintenance and driving safety. The Pavement distress segmentation network (PDSNet) is designed to combine the pyramid scene parsing network ...
PCDNet: Seed Operation–Based Deep Learning Model for Pavement Crack Detection on 3D Asphalt Surface
Publisher: ASCE
Abstract: The detection of pavement crack plays a critical role in pavement maintenance and rehabilitation because pavement cracking is one of the most important indicators for the pavement condition evaluation, as well as an early ...