Deep Learning for Detecting Building Defects Using Convolutional Neural Networks

Structural health monitoring of a 250‐m super‐tall building and operational modal analysis using the fast Bayesian FFT method

(2019) Feng‐Liang Zhang et al.   Structural Control & Health Monitoring

Automated defect detection and classification in ashlar masonry walls using machine learning

(2019) Enrique Valero et al.   AUTOMATION IN CONSTRUCTION

Object Detection With Deep Learning: A Review

(2019) Zhong-Qiu Zhao et al.   IEEE Transactions on Neural Networks and Learning Systems

Crack detection in oak flooring lamellae using ultrasound-excited thermography

(2018) Tobias Pahlberg et al.   INFRARED PHYSICS & TECHNOLOGY

Structural Load Estimation Using Machine Vision and Surface Crack Patterns for Shear-Critical RC Beams and Slabs

(2018) Rouzbeh Davoudi et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Deterioration Assessment of Infrastructure Using Fuzzy Logic and Image Processing Algorithm

(2018) Haran Pragalath et al.   JOURNAL OF PERFORMANCE OF CONSTRUCTED FACILITIES

Structural Health Monitoring of Buildings Using Smartphone Sensors

(2018) Qingkai Kong et al.   SEISMOLOGICAL RESEARCH LETTERS

Identifying Collapsed Buildings Using Post-Earthquake Satellite Imagery and Convolutional Neural Networks: A Case Study of the 2010 Haiti Earthquake

(2018) Min Ji et al.   Remote Sensing

Image Processing-Based Recognition of Wall Defects Using Machine Learning Approaches and Steerable Filters

(2018) Nhat-Duc Hoang   Computational Intelligence and Neuroscience

Structural Health Monitoring Using Wireless Sensor Networks: A Comprehensive Survey

(2017) Adam B. Noel et al.   IEEE Communications Surveys and Tutorials

Automated Detection of Multiple Pavement Defects

(2017) Stefania C. Radopoulou et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Deep Convolutional Neural Networks for Image Classification: A Comprehensive Review

(2017) Waseem Rawat et al.   NEURAL COMPUTATION

All-printed strain sensors: Building blocks of the aircraft structural health monitoring system

(2017) Yuzheng Zhang et al.   SENSORS AND ACTUATORS A-PHYSICAL

Structural Health Monitoring (SHM) of Civil Structures

(2017) Gangbing Song et al.   Applied Sciences-Basel

Comparison of Visual Inspection and Structural-Health Monitoring As Bridge Condition Assessment Methods

(2016) Duzgun Agdas et al.   JOURNAL OF PERFORMANCE OF CONSTRUCTED FACILITIES

Uncertainty quantification in structural health monitoring: Applications on cultural heritage buildings

(2016) Filippo Lorenzoni et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Applications of structural health monitoring technology in Asia

(2016) Venu Gopal Madhav Annamdas et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Rapid entropy-based detection and properties measurement of concrete spalling with machine vision for post-earthquake safety assessments

(2012) Stephanie German et al.   ADVANCED ENGINEERING INFORMATICS

Unsupervised Approach for Autonomous Pavement-Defect Detection and Quantification Using an Inexpensive Depth Sensor

(2012) Mohammad R. Jahanshahi et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Pothole detection in asphalt pavement images

(2011) Christian Koch et al.   ADVANCED ENGINEERING INFORMATICS

Visual retrieval of concrete crack properties for automated post-earthquake structural safety evaluation

(2011) Zhenhua Zhu et al.   AUTOMATION IN CONSTRUCTION

Automatic Road Defect Detection by Textural Pattern Recognition Based on AdaBoost

(2011) Aurélien Cord et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

A Survey on Transfer Learning

(2009) Sinno Jialin Pan et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

How many hidden layers and nodes?

(2009) D. Stathakis   INTERNATIONAL JOURNAL OF REMOTE SENSING

Visual Pattern Recognition Supporting Defect Reporting and Condition Assessment of Wastewater Collection Systems

(2009) W. Guo et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING