Improvement of Lightweight Convolutional Neural Network Model Based on YOLO Algorithm and Its Research in Pavement Defect Detection

Real-time detection of flame and smoke using an improved YOLOv4 network

(2022) Yifan Wang et al.   Signal Image and Video Processing

Automatic Extraction of Damaged Houses by Earthquake Based on Improved YOLOv5: A Case Study in Yangbi

(2022) Yafei Jing et al.   Remote Sensing

Classification of Road Pavement Defects Based on Convolution Neural Network in Keras

(2022) H. T. Nguyen et al.   AUTOMATIC CONTROL AND COMPUTER SCIENCES

MTI-YOLO: A Light-Weight and Real-Time Deep Neural Network for Insulator Detection in Complex Aerial Images

(2021) Chuanyang Liu et al.   Energies

A real-time crack detection algorithm for pavement based on CNN with multiple feature layers

(2021) Duo Ma et al.   Road Materials and Pavement Design

Insulator Faults Detection in Aerial Images from High-Voltage Transmission Lines Based on Deep Learning Model

(2021) Chuanyang Liu et al.   Applied Sciences-Basel

Computer Vision-Based Patched and Unpatched Pothole Classification Using Machine Learning Approach Optimized by Forensic-Based Investigation Metaheuristic

(2021) Nhat-Duc Hoang et al.   COMPLEXITY

Evaluation of Work Zone Road User Cost of Pavements Based on Rehabilitation Strategy Approach

(2021) Ali Pasha et al.   Journal of Transportation Engineering Part B-Pavements

RDD2020: An annotated image dataset for automatic road damage detection using deep learning

(2021) Deeksha Arya et al.   Data in Brief

Smart Pothole Detection Using Deep Learning Based on Dilated Convolution

(2021) Khaled R. Ahmed   SENSORS

Application of Various YOLO Models for Computer Vision-Based Real-Time Pothole Detection

(2021) Sung-Sik Park et al.   Applied Sciences-Basel

Pavement distress detection and classification based on YOLO network

(2020) Yuchuan Du et al.   International Journal of Pavement Engineering

Recent advances in deep learning for object detection

(2020) Xiongwei Wu et al.   NEUROCOMPUTING

IoU-aware single-stage object detector for accurate localization

(2020) Shengkai Wu et al.   IMAGE AND VISION COMPUTING

Deep machine learning approach to develop a new asphalt pavement condition index

(2020) Hamed Majidifard et al.   CONSTRUCTION AND BUILDING MATERIALS

Pothole Classification Model Using Edge Detection in Road Image

(2020) Ji-Won Baek et al.   Applied Sciences-Basel

Automatic Segmentation and Enhancement of Pavement Cracks Based on 3D Pavement Images

(2019) Baoxian Li et al.   JOURNAL OF ADVANCED TRANSPORTATION

Object Detection With Deep Learning: A Review

(2019) Zhong-Qiu Zhao et al.   IEEE Transactions on Neural Networks and Learning Systems

Pavement Distress Detection with Deep Learning Using the Orthoframes Acquired by a Mobile Mapping System

(2019) Andri Riid et al.   Applied Sciences-Basel

Evaluation of the long-term performance of flexible pavements with respect to production and construction quality control indicators

(2019) Arash Hosseini et al.   CONSTRUCTION AND BUILDING MATERIALS

Road Damage Detection and Classification Using Deep Neural Networks with Smartphone Images

(2018) Hiroya Maeda et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

A novel method for asphalt pavement crack classification based on image processing and machine learning

(2018) Nhat-Duc Hoang et al.   ENGINEERING WITH COMPUTERS

Automatic Recognition of Asphalt Pavement Cracks Based on Image Processing and Machine Learning Approaches: A Comparative Study on Classifier Performance

(2018) Nhat-Duc Hoang et al.   MATHEMATICAL PROBLEMS IN ENGINEERING

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

(2017) Shaoqing Ren et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Automated Detection of Multiple Pavement Defects

(2017) Stefania C. Radopoulou et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

A review on computer vision based defect detection and condition assessment of concrete and asphalt civil infrastructure

(2015) Christian Koch et al.   ADVANCED ENGINEERING INFORMATICS

Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition

(2015) Kaiming He et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Transfer learning using computational intelligence: A survey

(2015) Jie Lu et al.   KNOWLEDGE-BASED SYSTEMS

Pothole detection in asphalt pavement images

(2011) Christian Koch et al.   ADVANCED ENGINEERING INFORMATICS

CrackTree: Automatic crack detection from pavement images

(2011) Qin Zou et al.   PATTERN RECOGNITION LETTERS

A comparison of multi-resolution methods for detection and isolation of pavement distress

(2010) Fereidoon Moghadas Nejad et al.   EXPERT SYSTEMS WITH APPLICATIONS