Automatic surface crack detection using segmentation-based deep-learning approach

Crack Detection and Comparison Study Based on Faster R-CNN and Mask R-CNN

(2022) Xiangyang Xu et al.   SENSORS

A Comprehensive Review of Deep Learning-Based Crack Detection Approaches

(2022) Younes Hamishebahar et al.   Applied Sciences-Basel

Progressive Transfer Learning Approach for Identifying the Leaf Type by Optimizing Network Parameters

(2021) Deepa Joshi et al.   NEURAL PROCESSING LETTERS

DeepCrack: A deep hierarchical feature learning architecture for crack segmentation

(2019) Yahui Liu et al.   NEUROCOMPUTING

Automatic Bridge Crack Detection Using a Convolutional Neural Network

(2019) Hongyan Xu et al.   Applied Sciences-Basel

Road Damage Detection and Classification Using Deep Neural Networks with Smartphone Images

(2018) Hiroya Maeda et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs

(2018) Liang-Chieh Chen et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Deep Learning–Based Fully Automated Pavement Crack Detection on 3D Asphalt Surfaces with an Improved CrackNet

(2018) Allen Zhang et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Automated detection of sewer pipe defects in closed-circuit television images using deep learning techniques

(2018) Jack C.P. Cheng et al.   AUTOMATION IN CONSTRUCTION

Automated Vision-Based Detection of Cracks on Concrete Surfaces Using a Deep Learning Technique

(2018) Byunghyun Kim et al.   SENSORS

Cracking Classification Using Minimum Rectangular Cover–Based Support Vector Machine

(2017) Shaofan Wang et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Texture Analysis Based Damage Detection of Ageing Infrastructural Elements

(2012) Michael O’Byrne et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

CrackTree: Automatic crack detection from pavement images

(2011) Qin Zou et al.   PATTERN RECOGNITION LETTERS

Adaptive Road Crack Detection System by Pavement Classification

(2011) Miguel Gavilán et al.   SENSORS