Evaluation of thermal cracks on fire exposed concrete structures using Ripplet​ transform

A. Diana Andrushia, N. Anand and G. Prince Arulraj

Mathematics and Computers in Simulation (MATCOM), 2021, vol. 180, issue C, 93-113

Abstract: Crack detection is an important task to monitor the structural health of the infrastructure exposed to fire. The manual inspections are time consuming and the outcome depends on the knowledge of the inspector. In order to overcome the subjective nature of the outcome, a method for detecting thermal cracks using Ripplet transform is proposed. The major components of the proposed method are noise removal, image enhancement, crack detection and detection of crack geometric parameters. Discrete Ripplet Transform (DRT) is used to identify the cracks in concrete subjected to elevated temperature. The bilateral filter is applied to the Ripplet coefficients to remove the noises in the image. Min–max gray level enhancement scheme is used to enhance the contours of the image. The crack pixels and background pixels are detected in the Ripplet domain in order to identify the major and minor thermal cracks completely. The geometric parameters of detected cracks are quantified through length, width, perimeter and area. The novelty of the proposed method depends on the usage of Ripplet transform for thermal crack detection. The results of the proposed thermal crack detection are compared with the other transform domain based state-of-the-art methods.

Keywords: Concrete crack; Crack detection; Crack quantification; Fire; Ripplet transform (search for similar items in EconPapers)
Date: 2021
References: View complete reference list from CitEc
Citations:

Downloads: (external link)
http://www.sciencedirect.com/science/article/pii/S0378475420302731
Full text for ScienceDirect subscribers only

Related works:
This item may be available elsewhere in EconPapers: Search for items with the same title.

Export reference: BibTeX RIS (EndNote, ProCite, RefMan) HTML/Text

Persistent link: https://EconPapers.repec.org/RePEc:eee:matcom:v:180:y:2021:i:c:p:93-113

DOI: 10.1016/j.matcom.2020.07.024

Access Statistics for this article

Mathematics and Computers in Simulation (MATCOM) is currently edited by Robert Beauwens

More articles in Mathematics and Computers in Simulation (MATCOM) from Elsevier
Bibliographic data for series maintained by Catherine Liu ().