Bridge Crack Semantic Segmentation Based on Improved Deeplabv3+

Crack Detection and Segmentation Using Deep Learning with 3D Reality Mesh Model for Quantitative Assessment and Integrated Visualization

(2020) Rony Kalfarisi et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

A Novel Hybrid Approach for Crack Detection

(2020) Fen Fang et al.   PATTERN RECOGNITION

CrackU-net: A novel deep convolutional neural network for pixelwise pavement crack detection

(2020) Ju Huyan et al.   Structural Control & Health Monitoring

Deep convolution neural network-based transfer learning method for civil infrastructure crack detection

(2020) Qiaoning Yang et al.   AUTOMATION IN CONSTRUCTION

Concrete crack detection and quantification using deep learning and structured light

(2020) Song Ee Park et al.   CONSTRUCTION AND BUILDING MATERIALS

Deep Learning-Based Feature Silencing for Accurate Concrete Crack Detection

(2020) Umme Hafsa Billah et al.   SENSORS

Deep Learning for Generic Object Detection: A Survey

(2019) Li Liu et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

A novel method for asphalt pavement crack classification based on image processing and machine learning

(2018) Nhat-Duc Hoang et al.   ENGINEERING WITH COMPUTERS

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

SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation

(2017) Vijay Badrinarayanan et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

(2017) Shaoqing Ren et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Comparison of Supervised Classification Techniques for Vision-Based Pavement Crack Detection

(2016) Soroush Mokhtari et al.   TRANSPORTATION RESEARCH RECORD

Sustainability-informed maintenance optimization of highway bridges considering multi-attribute utility and risk attitude

(2015) Samantha Sabatino et al.   ENGINEERING STRUCTURES

Crack detection of reinforced concrete bridge using video image

(2013) Xue-jun Xu et al.   Journal of Central South University