Research on Rapid Detection and Identification Technology of Pavement Defects based on Target Detection Algorithm

In order to meet the needs of road pavement detection in China, aiming at the problem of rapid identification of highway pavement defects, the research on rapid identification technology based on image processing and deep learning algorithm was carried out to realize the automatic identification and rapid diagnosis of defects. In addition to providing abundant and precise data support for thorough highway maintenance choices, intelligent analysis of pavement defect types and size factors offers extensive data sources for the creation of a sizable maintenance database.

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Published
2024-11-22
DOI
https://doi.org/10.1109/icicml63543.2024.10958086
Primary Topic
E-commerce and Technology Innovations
Type
article
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article

Research on Rapid Detection and Identification Technology of Pavement Defects based on Target Detection Algorithm

Rodney H.G. Tan
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E-commerce and Technology Innovations
article

Research on Rapid Detection and Identification Technology of Pavement Defects based on Target Detection Algorithm

Rodney H.G. Tan
article en

Abstract

In order to meet the needs of road pavement detection in China, aiming at the problem of rapid identification of highway pavement defects, the research on rapid identification technology based on image processing and deep learning algorithm was carried out to realize the automatic identification and rapid diagnosis of defects. In addition to providing abundant and precise data support for thorough highway maintenance choices, intelligent analysis of pavement defect types and size factors offers extensive data sources for the creation of a sizable maintenance database.

CCCC Highway Consultants (China) (CN)
Openalex Percentile: Top 47%
E-commerce and Technology Innovations
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