Object
Title: Video-Based Automated System for Pavement Surface Quality Monitoring ; Автоматизированная система контроля качества дорожного покрытия на основе видеообработки
Abstract:
Nowadays, an important task is to evaluate the pavement condition, in order to perform necessary works for keeping the road safe. Performing such kind of surveys and calculations on the roads only by humans is ineffective not only concerning time but it also requires more costs and may be unsafe for pavement condition inspectors. In this paper we introduce an automated monitoring system, which can classify cracks and artifacts from pavement video images and illustrate the processed images results during image acquisition. Firstly, a threshold value is counted using the image histogram. Then, image processing operations are applied, namely binarization and segmentation on each frame. Afterwards, the image is filtered from small segments which don't contain crack information. Finally, the defect percent of each frame is counted and displayed on the graph real-time, where areas with cracks are distinguishable for pavement management operators. This information is helpful for pavement condition rating. Experimental data were from real road images in Armenia.
;
В наши дни, для обеспечения качества и эффективности дорожного покрытия, важным вопросом является оценка состояния поверхности покрытия. Такого рода исследования без соответствующих технических средств требуют не только больше времени, но и больших затрат и могут быть опасными для специалистов, которые проводят исследования. В статье предлагается автоматизированная система контроля качества, которая дает возможность с помощью соответствующей обработки выявлять дефекты дорожного покрытия и оценить качество покрытия. Результаты отображаются на экране компьютера, который вмонтирован в предлагаемую автоматизированную систему.
Date submitted:
Date accepted:
Identifier:
oai:noad.sci.am:135997
ISSN:
Language:
Journal or Publication Title:
Mathematical Problems of Computer Science
Volume:
URL:
Additional Information:
Affiliation:
National Polytechnic University of Armenia
Country:
Indexing:
Object collections:
- Digital Library > Academic Insitutions > Insitute for Informatics and Automation Problems of NAS RA > Publications
Last modified:
Mar 4, 2021
In our library since:
Jul 29, 2020
Number of object content hits:
13
All available object's versions:
https://noad.sci.am/publication/149611
Show description in RDF format:
Show description in OAI-PMH format:
| Edition name | Date |
|---|---|
| Gurgen Hakobyan, Video-Based Automated System for Pavement Surface Quality Monitoring | Mar 4, 2021 |
