Chapter
Jun 20, 2016
A Smartphone-Based Image Analysis Technique for Ballast Aggregates
Authors: Bin Zhang, Seung Jae Lee, Yu Qian, Erol Tutumluer, and Sumana BhattacharyaAuthor Affiliations
Publication: International Conference on Transportation and Development 2016
Abstract
Ballast is an essential layer of railroad substructure that facilitates drainage and load distribution and is constantly subjected repeated train loadings. Both size distribution and morphological properties of the ballast aggregates therefore impact significantly the overall performance of railway track substructure in terms of strength, modulus and permanent deformation. It is crucial to have reliable inspection methods that can quantitatively assess the ballast condition with respect to the aggregate size and shape properties as part of ballasted track design and maintenance strategies. This paper introduces a prototype of non-intrusive track ballast inspection system based on smartphone platform such that engineer or inspector can take photos of ballast aggregates with a smartphone-like mobile device to assess the ballast condition. The analyses are performed based on cloud-based photogrammetry processing, which is enabled by (1) cloud computing server (for image processing and analyses of the aggregate photos) and (2) smartphone (to take photos of ballast aggregate and communicate with the server by sending the photos and receiving the analysis results) or similar mobile device. The system utilizes mobile device hardware, i.e., built-in camera and global positioning system (GPS), to add location and time information into fetched ballast aggregate images, analyzes size and shape properties and evaluates ballast condition. All collected data are entered in a database in the cloud computing server such that the engineers can exploit the spatial-temporal information as well as the analyzed ballast aggregate condition whenever needed. The initial results with the ballast inspection system are presented in this paper to demonstrate its certain significant advantages over the commonly used ballast inspection techniques.
Get full access to this article
View all available purchase options and get full access to this chapter.
Information & Authors
Information
Published In
Copyright
© 2016 American Society of Civil Engineers.
History
Published online: Jun 20, 2016
Permissions
Request permissions for this article.
Authors
Affiliations
Bin Zhang
Dept. of Civil and Environmental Engineering, Florida International Univ., Miami, FL.
Seung Jae Lee
Dept. of Civil and Environmental Engineering, Florida International Univ., Miami, FL.
Yu Qian
Dept. of Civil and Environmental Engineering, Univ. of Illinois at Urbana-Champaign, Urbana, IL.
Erol Tutumluer
Dept. of Civil and Environmental Engineering, Univ. of Illinois at Urbana-Champaign, Urbana, IL.
Sumana Bhattacharya
Dept. of Civil and Environmental Engineering, Florida International Univ., Miami, FL.
Metrics & Citations
Metrics
Citations
Download citation
If you have the appropriate software installed, you can download article citation data to the citation manager of your choice. Simply select your manager software from the list below and click Download.
View Options
Get Access
Access content
Please select your options to get access
Log in/Register
Log in via your institution (Shibboleth)
ASCE Members:
Please log in to see member pricing
Purchase
Save for later Item saved, go to cart Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.
Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
Get Access
Access content
Please select your options to get access
Log in/Register
Log in via your institution (Shibboleth)
ASCE Members:
Please log in to see member pricing
Purchase
Save for later Item saved, go to cart Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.
Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.