An Efficient Explainable Convolutional Network with Visualization of Feature Maps for Enhanced Understanding of Building Facade Defects

UAV-based automated 3D modeling framework using deep learning for building energy modeling

CNN- and UAV-Based Automatic 3D Modeling Methods for Building Exterior Inspection

Empirical Case Study on Applying Artificial Intelligence and Unmanned Aerial Vehicles for the Efficient Visual Inspection of Residential Buildings

Visualization for Explanation of Deep Learning-Based Defect Detection Model Using Class Activation Map

Deep Learning-Based Defect Detection Framework for Ultra High Resolution Images of Tunnels

A Crack Width Measurement Method of UAV Images Using High-Resolution Algorithms

AutoDefect: Defect text classification in residential buildings using a multi-task channel attention network

Convolutional Neural Network-Based Regression for Predicting the Chloride Ion Diffusion Coefficient of Concrete

Bounding-box object augmentation with random transformations for automated defect detection in residential building facades