A Review of Computer Vision|Based Crack Detection Methods in ...

A Review of Computer Vision-Based Crack Detection Methods in ...

We examine the application characteristics of each method in crack detection and discuss its advantages, challenges, and future development trends.

(PDF) A Review of Computer Vision-Based Crack Detection ...

Based on the main research methods of the 120 documents, we classify them into three crack detection methods: fusion of traditional methods and deep learning, ...

Review on computer vision-based crack detection and quantification ...

Computer vision-based crack analysis for civil infrastructure has become popular to automatically process inspection imaging data for crack ...

A Review of Computer Vision-Based Crack Detection Methods in ...

Fusion of traditional methods and deep learning, multimodal data fusion, and semantic image understanding are classified into three crack detection methods: ...

Review on computer vision-based crack detection and quantification ...

... A model capable of identifying faults from UAV photos a films is essential for the success of automated bridge inspection [6]. In recent years, va ous ...

A REVIEW ON COMPUTER VISION BASED CRACK AND DENT ...

Traditional methods of crack and dent detection often rely heavily on manual inspection, which can be time- consuming, subjective, and prone to ...

A Review of Computer Vision-Based Crack Detection Methods in ...

Based on the main research methods of the 120 documents, we classify them into three crack detection methods: fusion of traditional methods and deep learning, ...

A Review of Computer Vision Applications in Concrete Crack ...

This can be achieved by using various algorithms and tools, such as convolutional neural networks, support vector machines, and threshold-based ...

Computer vision-based method for concrete crack detection

Abstract: This paper presents a computer vision-based method to automatically detect concrete cracks. We focus on images containing the concrete: background ...

Computer vision framework for crack detection of civil infrastructure ...

Section 4 first provides a taxonomy of crack detection methods proposed over the past two decades, including threshold-based methods, morphology methods, ...

Computer Vision-based Method for Concrete Crack Detection

Abstract— This paper presents a computer vision-based method to automatically detect concrete cracks. We focus on images containing the concrete: background ...

A Review of Computer Vision-Based Crack Detection Methods in ...

Title. A Review of Computer Vision-Based Crack Detection Methods in Civil Infrastructure: Progress and Challenges. Authors. Yuan, Qi; Shi, Yufeng; Li, ...

[PDF] Computer-vision based crack detection and analysis

The use of computer-vision techniques in detection and analysis of cracks on a bridge deck, and the feasibility of the proposed crack observation and ...

A review on computer vision and machine learning techniques for ...

The integration of cascading classifier and parallel sliding window accelerated image-based crack detection and developed parallel Jaya K-means- ...

A Comparative Review of Image Processing Based Crack Detection ...

In this context, the development of the algorithm and the implementation procedure is also simple. But some defects such as identifying noises as cracks and ...

Image-Based Crack Detection Methods: A Review - ProQuest

This paper provides a review of image-based crack detection techniques which implement image processing and/or machine learning.

Machine learning-based pavement crack detection, classification ...

The paper focuses on popular artificial intelligence (AI) techniques like support vector machines (SVM) and neural networks. It underscores the significance of ...

Computer vision framework for crack detection of civil infrastructure ...

This paper provides a comprehensive review of the research progress and prospects in computer vision frameworks for crack detection of civil infrastructures ...

Review and Analysis of Crack Detection and Classification ...

The paper is organized into three sections such as crack detection and crack classification techniques based on crack types, implementation of existing system ...

How to create the groundTruth and evaluate the classical computer ...

If I have a model to detect cracks which can be consider as classical computer vision model, it works based on thresholding and ...