Crack Detection in Concrete Structures Using Deep Learning
Jul 2, 2022 · Researchers have explored automated crack detection in concrete infrastructures, emphasizing crack identification, categorization, crack length, and width measurement.
Automated crack detection and crack depth prediction for …
Mar 17, 2023 · Automatic inspection for crack detection and estimation of the crack depth is critical in assessing the damage and determining the appropriate method of repair in concrete …
Researchers have explored automated crack detection in concrete infrastructures, emphasizing crack identification, categorization, crack length, and width measurement. The most used …
CrackVision: Effective Concrete Crack Detection With Deep Learning …
Feb 11, 2025 · In response to the growing demand for more advanced crack detection techniques, this paper presents CrackVision, an advanced framework that leverages Transfer …
A performance-driven evaluation of deep learning for concrete crack ...
3 days ago · Identification of concrete structural cracks at their early stages is essential for safety purposes because these early indicators lead to potential safety risks. A performance analysis …
Perspective Correction and Deep Learning‐Based Crack Detection …
Next, we trained a semantic segmentation deep learning model using several public datasets containing 9584 crack images and their corresponding pixel-level annotations for precise crack …
Deep learning-based three-dimensional crack damage detection …
Apr 23, 2024 · Chen FC, Jahanshahi MR. NB-CNN: deep learning-based crack detection using convolutional neural network and naïve Bayes data fusion. IEEE Trans Ind Electron 2017 ...
Comparative analysis of deep learning models for crack detection …
Jan 16, 2025 · In this research, we tackle the research gap and data scarcity by developing and curating a novel deep learning image processing for detecting cracks in brickwork. We also …
Identification of Concrete Cracks Using Deep Learning Models: A ...
Jan 15, 2024 · This article reviews and analyses existing literature on identification of cracks on concrete structures using DL, to enhance the clarity and understanding of the ongoing …
Deep Learning Applications for Analysing Concrete Surface Cracks
Oct 26, 2024 · This review explores the application of deep learning models—especially CNNs and advanced architectures like U-Net, Mask R-CNN, and DeepLab—in detecting, …