Automated asphalt pavement damage rate detection based on optimized GA-CNN

Concrete Crack Detection Based on Well-Known Feature Extractor Model and the YOLO_v2 Network

(2021) Shuai Teng et al.   Applied Sciences-Basel

Semi-supervised semantic segmentation network for surface crack detection

(2021) Wenjun Wang et al.   AUTOMATION IN CONSTRUCTION

Real-time multiple damage mapping using autonomous UAV and deep faster region-based neural networks for GPS-denied structures

(2021) Rahmat Ali et al.   AUTOMATION IN CONSTRUCTION

Public charging station location determination for electric ride-hailing vehicles based on an improved genetic algorithm

(2021) Jiale Li et al.   Sustainable Cities and Society

Pavement defect detection with fully convolutional network and an uncertainty framework

(2020) Zheng Tong et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Automatic crack recognition for concrete bridges by fully convolutional neural network and Naive Bayes data fusion based on visual detection system

(2020) Gang Li et al.   MEASUREMENT SCIENCE and TECHNOLOGY

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

(2020) Qiaoning Yang et al.   AUTOMATION IN CONSTRUCTION

An integrated approach to automatic pixel-level crack detection and quantification of asphalt pavement

(2020) Ankang Ji et al.   AUTOMATION IN CONSTRUCTION

Deep machine learning approach to develop a new asphalt pavement condition index

(2020) Hamed Majidifard et al.   CONSTRUCTION AND BUILDING MATERIALS

Hybrid pixel-level concrete crack segmentation and quantification across complex backgrounds using deep learning

(2020) Dongho Kang et al.   AUTOMATION IN CONSTRUCTION

Automated pavement crack detection and segmentation based on two‐step convolutional neural network

(2020) Jingwei Liu et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Examining the Relationship Between Two Road Performance Indicators: Pavement Condition Index and International Roughness Index

(2020) S. Madeh Piryonesi et al.   Transportation Geotechnics

Automatic recognition and analysis system of asphalt pavement cracks using interleaved low-rank group convolution hybrid deep network and SegNet fusing dense condition random field

(2020) Gang Li et al.   MEASUREMENT

Integrating discrete event simulation and genetic algorithm optimization for bridge maintenance planning

(2020) Mohammad Hosein Nili et al.   AUTOMATION IN CONSTRUCTION

Predicted responses of fatigue cracking and rutting on Roller Compacted Concrete base composite pavements

(2020) Hedelvan Emerson Fardin et al.   CONSTRUCTION AND BUILDING MATERIALS

Patch-Based Crack Detection in Black Box Images Using Convolutional Neural Networks

(2019) Somin Park et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Faster region convolutional neural network for automated pavement distress detection

(2019) Liang Song et al.   Road Materials and Pavement Design

Computer vision-based concrete crack detection using U-net fully convolutional networks

(2019) Zhenqing Liu et al.   AUTOMATION IN CONSTRUCTION

Segment-based pavement crack quantification

(2019) Xingxing Weng et al.   AUTOMATION IN CONSTRUCTION

Automatic structural design of RC wall-slab buildings using a genetic algorithm with application in BIM environment

(2019) S. Tafraout et al.   AUTOMATION IN CONSTRUCTION

Densely connected deep neural network considering connectivity of pixels for automatic crack detection

(2019) Qipei Mei et al.   AUTOMATION IN CONSTRUCTION

Feature Pyramid and Hierarchical Boosting Network for Pavement Crack Detection

(2019) Fan Yang et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Pothole Detection and Classification Using 3D Technology and Watershed Method

(2018) Yi-Chang (James) Tsai et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Automatic Pixel-Level Crack Detection and Measurement Using Fully Convolutional Network

(2018) Xincong Yang et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Deep learning-based automatic volumetric damage quantification using depth camera

(2018) Gustavo H. Beckman et al.   AUTOMATION IN CONSTRUCTION

A Specified Procedure for Distress Identification and Assessment for Urban Road Surfaces Based on PCI

(2017) et al.   Coatings

Automatic Road Crack Detection and Characterization

(2012) Henrique Oliveira et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Adaptive Road Crack Detection System by Pavement Classification

(2011) Miguel Gavilán et al.   SENSORS

A novel multi-threshold segmentation approach based on differential evolution optimization

(2010) Erik Cuevas et al.   EXPERT SYSTEMS WITH APPLICATIONS