- An Automatic Deep Learning|based Crack Identification ...🔍
- Deep Learning Based Automatic Crack Detection and Segmentation ...🔍
- Deep learning algorithm for real|time automatic crack detection ...🔍
- Deep Learning|Based Automatic Safety Detection System for Crack ...🔍
- Automated Pavement Cracks Detection and Classification Using ...🔍
- An efficient approach for automatic crack detection using deep ...🔍
- Automatic recognition system for concrete cracks with support vector ...🔍
- A deep learning|based approach for automatic detection of concrete ...🔍
An Automatic Deep Learning|based Crack Identification ...
An Automatic Deep Learning-based Crack Identification ...
Hence, it is promising to integrate the deep learning method with UAV images to develop an automatic crack damage identification This research ...
Deep Learning Based Automatic Crack Detection and Segmentation ...
In this paper, we have implemented a deep learning framework for crack detection based on classical network architectures including Alexnet, VGG and Resnet.
Deep learning algorithm for real-time automatic crack detection ...
Crack parameter measurement algorithms based on micro-element method are proposed. •. A segmentation pixel evaluation approach is presented for result ...
Deep Learning-Based Automatic Safety Detection System for Crack ...
This paper proposes an intelligent detection method based on deep learning to detect cracks on the surface of a large crane on a construction site.
Deep Learning Based Automatic Crack Detection and Segmentation ...
The dataset proposed in this technique is challenging and highly efficient for crack segmentation in various infrastructure units. ... ... In order to assess ...
Automated Pavement Cracks Detection and Classification Using ...
Computer Science > Computer Vision and Pattern Recognition · Title:Automated Pavement Cracks Detection and Classification Using Deep Learning.
An efficient approach for automatic crack detection using deep ...
Image-based automatic inspection of cracks can be very effective when compared to human eye inspection. With the advancement in deep learning ...
Automatic recognition system for concrete cracks with support vector ...
This study concentrates on machine vision-based automatic crack detection and recognition ... crack recognition methods based on deep learning in ...
A deep learning-based approach for automatic detection of concrete ...
This research elaborates on difficulties encountered when using deep learning-based techniques to identify concrete cracks when optical effects are present.
"Deep Learning for Crack-Like Object Detection" by Kaige Zhang
... automatic crack detection without human's intervention ... Based on deep learning, this research has solved four important issues ...
(PDF) Deep Learning-Based Crack Damage Detection Using ...
This article proposes a vision-based method using a deep architecture of con-volutional neural networks (CNNs) for detecting concrete cracks without ...
Deep Learning-Based Automated Detection of Cracks in Historical ...
This research presents a novel approach utilizing deep learning techniques for crack area detection in cellphone images, achieved through segmentation and ...
Deep neural networks for crack detection inside structures - Nature
This work focuses on the seismic-wave-based technique of crack detection for plate structures. Previous work proposed an encoder–decoder network ...
A Comprehensive Review of Deep Learning-Based Crack Detection ...
A comprehensive literature review of deep learning-based crack detection studies and the contributions they have made to the field is presented and critical ...
Automated Crack Identification Using Deep Learning Based Image ...
Link for the published journal article: https://doi.org/10.1016/j.cemconcomp.2020.103781 Investments in managing the ageing civil ...
Automated Surface Crack Detection in Historical Constructions with ...
Several applications of machine learning do exist where DL-based techniques are deployed as a non-destructive techniques to identify surface defects such as ...
A Comprehensive Review of Deep Learning-Based Crack Detection ...
In deep crack detection approaches based on the IC settings, the decision is limited to image/image patch-level and the trained architecture ...
Pavement Crack Detection Method Based on Deep Learning Models
This paper discusses the latest YOLOv5 series detection model for pavement crack detection and is to find out an effective training and detection method.
Deep Learning–Based Fully Automated Pavement Crack Detection ...
This paper proposes an improved architecture of CrackNet called CrackNet II for enhanced learning capability and faster performance.
Automatic crack detection for tunnel inspection using deep learning ...
The proposed approach is based on a detection mechanism that operates over the annotations of a convolutional neural network (CNN) on RGB images ...