ISSN 2394-5125
 
2021, Vol: 8, Issue: 1
8/1Current Issue Online First Archive Aims and Scope Abstracting & Indexing Most Accessed Articles Most Downloaded Articles Most Cited Articles
Required files to be uploaded

Copyright

Research Article 


DETECTION AND CLASSIFICATION OF CRACK IN HERITAGE STRUCTURES USING MACHINE LEARNING TECHNIQUES

P.Ramani, Dr.V.Subbiah Bharathi.

Abstract
Crack is one of the most important surfaces damage to the monuments, concrete structures, buildings, and roads. Manual inspection of damages is a very difficult task and time-consuming. Measurements of crack irregularities are difficult and need for more expertise. So, automatic crack detection using image processing is developed. The detection of crack requires careful attention to the following issues: crack length, width, multiple cracks, location, orientation and depth. The proposed method provides the detection of crack, classification and recognition of crack decay. Performance parameters are measured using MSE and PSNR. It is classified using SVM and Validated. The accuracy, Specificity and Precision of proposed methods are 92%,90% and 91% improves than Existing method.

Key words: Ultrasonic testing, Infrared Thermography, Morphological operation, degradation , SVM, Accuracy


 
ARTICLE TOOLS
Abstract
PDF Fulltext
How to cite this articleHow to cite this article
Citation Tools
Related Records
 Articles by P.Ramani
Articles by Dr.V.Subbiah Bharathi
on Google
on Google Scholar


How to Cite this Article
Pubmed Style

P.Ramani, Dr.V.Subbiah Bharathi. DETECTION AND CLASSIFICATION OF CRACK IN HERITAGE STRUCTURES USING MACHINE LEARNING TECHNIQUES. JCR. 2020; 7(19): 1595-1600. doi:10.31838/jcr.07.19.195

Web Style

P.Ramani, Dr.V.Subbiah Bharathi. DETECTION AND CLASSIFICATION OF CRACK IN HERITAGE STRUCTURES USING MACHINE LEARNING TECHNIQUES. http://www.jcreview.com/?mno=108092 [Access: January 03, 2021]. doi:10.31838/jcr.07.19.195

AMA (American Medical Association) Style

P.Ramani, Dr.V.Subbiah Bharathi. DETECTION AND CLASSIFICATION OF CRACK IN HERITAGE STRUCTURES USING MACHINE LEARNING TECHNIQUES. JCR. 2020; 7(19): 1595-1600. doi:10.31838/jcr.07.19.195


Vancouver/ICMJE Style

P.Ramani, Dr.V.Subbiah Bharathi. DETECTION AND CLASSIFICATION OF CRACK IN HERITAGE STRUCTURES USING MACHINE LEARNING TECHNIQUES. JCR. (2020), [cited January 03, 2021]; 7(19): 1595-1600. doi:10.31838/jcr.07.19.195


Harvard Style

P.Ramani, Dr.V.Subbiah Bharathi (2020) DETECTION AND CLASSIFICATION OF CRACK IN HERITAGE STRUCTURES USING MACHINE LEARNING TECHNIQUES. JCR, 7 (19), 1595-1600. doi:10.31838/jcr.07.19.195


Turabian Style

P.Ramani, Dr.V.Subbiah Bharathi. 2020. DETECTION AND CLASSIFICATION OF CRACK IN HERITAGE STRUCTURES USING MACHINE LEARNING TECHNIQUES. Journal of Critical Reviews, 7 (19), 1595-1600. doi:10.31838/jcr.07.19.195


Chicago Style

P.Ramani, Dr.V.Subbiah Bharathi. "DETECTION AND CLASSIFICATION OF CRACK IN HERITAGE STRUCTURES USING MACHINE LEARNING TECHNIQUES." Journal of Critical Reviews 7 (2020), 1595-1600. doi:10.31838/jcr.07.19.195


MLA (The Modern Language Association) Style

P.Ramani, Dr.V.Subbiah Bharathi. "DETECTION AND CLASSIFICATION OF CRACK IN HERITAGE STRUCTURES USING MACHINE LEARNING TECHNIQUES." Journal of Critical Reviews 7.19 (2020), 1595-1600. Print. doi:10.31838/jcr.07.19.195


APA (American Psychological Association) Style

P.Ramani, Dr.V.Subbiah Bharathi (2020) DETECTION AND CLASSIFICATION OF CRACK IN HERITAGE STRUCTURES USING MACHINE LEARNING TECHNIQUES. Journal of Critical Reviews, 7 (19), 1595-1600. doi:10.31838/jcr.07.19.195


Author Login Reviewer Login About Publisher Editorial Policies Peer Review Policy Editorial & Peer Review Process Author's Rights and Obligations Publication Ethics and Publication Malpractice Statement Conflict of Interest Policy Plagiarism Policy Protection of Research Participants (Statement On Human And Animal Rights) Privacy Policy Publication Ethics and Publication Malpractice Statement Corrections, Retractions & Expressions of Concern Self-Archiving Policies Statement of Informed Consent Advertising Policy Terms of Use License Information
This is an open access journal which means that all content is freely available without charge to the user or his/her institution. Users are allowed to read, download, copy, distribute, print, search, or link to the full texts of the articles in this journal without asking prior permission from the publisher or the author. This is in accordance with the Budapest Open Access Initiative (BOAI) definition of open access.
The articles in Journal of Critical Reviews are open access articles licensed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc-sa/3.0/) which permits unrestricted, non-commercial use, distribution and reproduction in any medium, provided the work is properly cited.
Copyright © 2021 Journal of Critical Reviews All Rights Reserved. Subject to change without notice from or liability to Journal of Critical Reviews.
For best results, please use Internet Explorer or Google Chrome

Contact Information


Journal of Critical Review,
Tower 23/4,
Jalan ampang,
Kuala Lumpur, malaysia

editorial.jcr@gmail.com