Research on lightweight GPR road surface disease image recognition and data expansion algorithm based on YOLO and GAN-Reference-Cited by-同舟云学术

Research on lightweight GPR road surface disease image recognition and data expansion algorithm based on YOLO and GAN

Published:2024-07 Issue: Volume:20 Page:e02779
ISSN:2214-5095
Container-title:Case Studies in Construction Materials
language:en
Short-container-title:Case Studies in Construction Materials

Author:

Liu Chen,Yao Yongsheng,Li Jue^ORCID,Qian Junfeng,Liu Lihao

Publisher

Elsevier BV

Subject

Materials Science (miscellaneous)

Reference62 articles.

1. GPR laboratory tests and numerical models to characterize cracks in cement concrete specimens, exemplifying damage in rigid pavement;Rasol;Measurement,2020

2. Characterizing fatigue damage evolution in asphalt mixtures using acoustic emission and Gaussian mixture model analysis;Wei;Constr. Build. Mater.,2023

3. An innovative method for measuring pavement dielectric constant using the extended CMP method with two air-coupled GPR systems;Leng;NDT e Int.,2014

4. Deep learning-based underground object detection for urban road pavement;Kim;Int. J. Pavement Eng.,2018

5. Laboratory assessment of nine methods for nondestructive evaluation of concrete bridge decks with overlays;Lin;Constr. Build. Mater.,2018

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1. Identification of internal voids in pavement based on improved knowledge distillation technology;Case Studies in Construction Materials;2024-12

2. A DL method to detect multi-type hidden objects in tunnel linings using a comprehensive GPR dataset;Measurement;2024-10

3. PDSE-YOLOv8: a lightweight detection method for internal defects in asphalt roads;Signal, Image and Video Processing;2024-09-14

4. MS-YOLOv8-Based Object Detection Method for Pavement Diseases;Sensors;2024-07-14

5. Arc Fault Diagnosis Method for Brush Slip Ring System of Doubly-Fed Induction Generator Based on Image Recognition;IEEE Access;2024