Title:
METHOD FOR DETECTION OF WATER DAMAGE TO ASPHALT ROAD SURFACE BASED ON ADAPTIVE SELECTION OF PLOT GRAYSCALES
Document Type and Number:
WIPO Patent Application WO/2021/083394
Kind Code:
A1
Abstract:
A method for detection of water damage to an asphalt road surface based on adaptive selection of plot grayscales, performed according to the following steps: step one, by means of GPR road surface investigation, acquiring a water damage plot dataset, the method used to select a GPR plot having an appropriate contrast ratio being a ground penetrating radar plot adaptive selection method; step two, image resolution adjustment; directly compressing the resolution of the initial plot dataset to 224×224 to acquire a BD dataset; step three, inputting the dataset into a recognition model; inputting the BD dataset acquired in step two into a recognition model, and after subjection to calculation by the recognition model, executing step four; and step four, outputting a water damage result. The present detection method solves the problem in existing GPR data analysis of relying on human expertise to filter plots, and effectively integrates a plot detection model. The invention allows for adaptive selection and recognition of plots for each item of GPR data, and truly makes automated and smart operation based on GPR target detection possible.
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Inventors:
ZHANG JUN (CN)
TAO JUN (CN)
TAO JUN (CN)
Application Number:
PCT/CN2020/136765
Publication Date:
May 06, 2021
Filing Date:
December 16, 2020
Export Citation:
Assignee:
CHANGAN UNIV (CN)
International Classes:
G01S13/88; G01S7/41; G01S13/89
Foreign References:
| CN111025285A | 2020-04-17 | |||
| CN111025286A | 2020-04-17 | |||
| CN109782274A | 2019-05-21 | |||
| CN110245642A | 2019-09-17 | |||
| US20190154442A1 | 2019-05-23 |
Other References:
JIANG SHOU-DONG, FU CE-KE; CHENG DE-JIN; LIAN CHENG: "Research on Inspection of Hidden Diseases of Asphalt Pavement in Moisture State", ROAD MACHINERY & CONSTRUCTION MECHANIZATION, 1 January 2015 (2015-01-01), pages 79 - 82, XP055808884, ISSN: 1000-033X
XU XINJUN, GOU YAN-YAN;YANG FENG: "Research on Early Warning Model of Roadbed Diseases under Urban Roads Based on GPR and Probabilistic Neural Network", SCIENCE TECHNOLOGY AND ENGINEERING, ZHONGGUO JISHU JINGJI YANJIUHUI, CN, vol. 17, no. 17, 1 June 2017 (2017-06-01), CN, pages 118 - 124, XP055808888, ISSN: 1671-1815
LI FABIN; HE WENYONG; NIE JUNLI; LIAO BIN; QIAO XU; YU RENQUAN; LIANG YINCHENG; WEI XIAONAN: "Research on Rapid and Comprehensive Detection System for Urban Roadbed Diseases", HIGHWAY TRANSPORTATION SCIENCE AND TECHNOLOGY (APPLIED TECHNOLOGY EDITION), no. 2, 28 February 2019 (2019-02-28), pages 30 - 34, XP009527830, ISSN: 1002-0268
XU XINJUN, GOU YAN-YAN;YANG FENG: "Research on Early Warning Model of Roadbed Diseases under Urban Roads Based on GPR and Probabilistic Neural Network", SCIENCE TECHNOLOGY AND ENGINEERING, ZHONGGUO JISHU JINGJI YANJIUHUI, CN, vol. 17, no. 17, 1 June 2017 (2017-06-01), CN, pages 118 - 124, XP055808888, ISSN: 1671-1815
LI FABIN; HE WENYONG; NIE JUNLI; LIAO BIN; QIAO XU; YU RENQUAN; LIANG YINCHENG; WEI XIAONAN: "Research on Rapid and Comprehensive Detection System for Urban Roadbed Diseases", HIGHWAY TRANSPORTATION SCIENCE AND TECHNOLOGY (APPLIED TECHNOLOGY EDITION), no. 2, 28 February 2019 (2019-02-28), pages 30 - 34, XP009527830, ISSN: 1002-0268
Attorney, Agent or Firm:
FANG & ASSOCIATES (CN)
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