Computer vision-based classification of concrete spall severity using metaheuristic-optimized Extreme Gradient Boosting Machine and Deep Convolutional Neural Network
Hieu Nguyen, Nhat‐Duc Hoang
Topics & Concepts
Convolutional neural networkArtificial intelligenceLocal binary patternsSpallPattern recognition (psychology)Computer scienceExtreme pointExtreme learning machineArtificial neural networkFeature extractionGradient boostingMetaheuristicFeature (linguistics)Binary classificationComputer visionMathematicsImage (mathematics)EngineeringSupport vector machineRandom forestStructural engineeringHistogramLinguisticsPhilosophyCombinatoricsInfrastructure Maintenance and MonitoringGeophysical Methods and ApplicationsInnovative concrete reinforcement materials