[HTML][HTML] A review of computer vision-based crack detection methods in civil infrastructure: Progress and challenges

Q Yuan, Y Shi, M Li - Remote Sensing, 2024 - mdpi.com
Cracks are a common defect in civil infrastructures, and their occurrence is often closely
related to structural loading conditions, material properties, design and construction, and …

SKGDC: Effective Segmentation Based Deep Learning Methodology for Banana Leaf, Fruit, and Stem Disease Prediction

S Shetty, TR Mahesh - SN Computer Science, 2024 - Springer
In agriculture, detecting plant diseases is crucial for optimal plant growth. Initially, input
images are collected from three datasets: banana leaf spot diseases (BananaLSD) dataset …

Few-Shot Learning Augmented with Image Transformation for Multiclass Structural Damage Classification

K Dunphy, M Buwaneswaran, K Grolinger… - Journal of Computing …, 2025 - ascelibrary.org
The application of machine learning (ML) as an apparatus for structural health monitoring
(SHM) has become increasingly prevalent recently as the domain moves toward …

[HTML][HTML] Assessment of Cracking Development in Concrete Precast Crane Beams Using Optical and Deep Learning Methods

M Słoński - Materials, 2025 - mdpi.com
The longevity and safety of concrete precast crane beams significantly impact the
operational integrity of industrial infrastructure. Assessment of surface cracks development …

[HTML][HTML] Structural condition assessment of cracked RC beams based on digital crack measurements

AK Reta, C Taube, G Morgenthal - Engineering Structures, 2025 - Elsevier
This paper presents calibration algorithms for assessing the current deformation state and
predicting the load-bearing capacity of cracked reinforced concrete structures using high …

[HTML][HTML] Concrete Crack Detection and Segregation: A Feature Fusion, Crack Isolation, and Explainable AI-Based Approach

RA Swarna, MM Hossain, MR Khatun… - Journal of …, 2024 - pmc.ncbi.nlm.nih.gov
Scientific knowledge of image-based crack detection methods is limited in understanding
their performance across diverse crack sizes, types, and environmental conditions. Builders …

[HTML][HTML] Map** cracks on port concrete pavements by analyzing structural health monitoring metadata with computer vision-based techniques

CN Tsaimou, G Kagkelis, P Sartampakos… - Complex Engineering …, 2024 - oaepublish.com
Ports act as hubs for international trade and transport, strengthening the economies of the
regions they serve. To maintain their undisrupted operations, efficient port management …

A Hybrid Framework for Concrete Crack Assessment Using Grab-Cut and Improved Sobel Filtering

C Kumar, AK Sinha - Iranian Journal of Science and Technology …, 2024 - Springer
Cracks are irregularities in the physical form and scale of concrete constructions. Timely
analysis of cracks is crucial to ensure structural health and safety. Crack assessments are …