Image and video processing for defect detection in key infrastructure

HS Munawar - Machine Vision Inspection Systems: Image …, 2020 - Wiley Online Library
In addition to causing damage to vehicles, road defects are one of the main causes of
vehicle accidents which lead to loss of human lives. Many methods of detecting defects have …

Machine learning algorithms application to road defects classification

TH Nguyen, TL Nguyen, DN Sidorov… - Intelligent Decision …, 2018 - content.iospress.com
The novel approach for automatic detection and classification of road defects is proposed
based on shape and texture features analysis. The system includes three main steps …

Application of neural network method for road crack detection

Y Sari, PB Prakoso, AR Baskara - … Computing Electronics and …, 2020 - telkomnika.uad.ac.id
The study presents a road pavement crack detection system by extracting picture features
then classifying them based on image features. The applied feature extraction method is the …

[PDF][PDF] ROC curve analysis for classification of road defects

HT Nguyen - BRAIN. Broad Research in Artificial Intelligence and …, 2019 - brain.edusoft.ro
ROC analysis is a visual and numerical method used to evaluate the performance of
classification algorithms, such as those used to predict the structure and functions from string …

Detection and Classification of Potholes in Indian Roads Using Wavelet Based Energy Modules

HT Manjunatha, A Danti - 2019 International Conference on …, 2019 - ieeexplore.ieee.org
Maintenance of roads is one the major challenge in the developed countries. The well
maintained roads always indicates the economy of the whole country. The heavy use of …

МЕТОДЫ АВТОМАТИЗИРОВАННОГО РАСПОЗНАВАНИЯ ОБЪЕКТОВ И ДЕФЕКТОВ НА ДОРОЖНОМ ПОЛОТНЕ

КА Баринов, ДА Алексеев - … и производствами в строительстве и на …, 2019 - elibrary.ru
Статья описывает и классифицирует основные методы распознавания объектов и
дефектов на дорожном полотне без участия человека, представленные в работах …