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GRENZE International Journal of Engineering and Technology Vol. 10 (2024), Issue 1

A Method for the Detection and Classification of Irregularities in a Civil Structure

Authors

Rahul B. Diwate, Lalit V. Patil

Abstract

The proposed system discloses a method for the detection and classification of irregularities in civil structures. The system comprises a repository that stores a dataset of civil structures, predefined features, a set of classification rules, and a set of rules; an input unit receives an image of civil structure; a retrieving and pre-processing unit retrieves an image and generates at least one pre-processed image; an extraction unit extract feature; a crawler and extractor unit crawl and matches extracted features with predefined features; an object detection and removal unit detect one-or-more objects from pre-processed images and remove unwanted, overlapped objects and generate enhanced pre-processed image; a processing unit generates processed image; an identification unit identifies region; a classification unit receives the processed image and matched extracted features from crawler and extractor unit detects and classify irregularity from the region and generate a notification and display notification

Pages: 3061 - 3068