Computer-Aided Civil and Infrastructure Engineering · 2018 · 817 citations · 58 references
ComputingCivil EngineeringComputer ScienceComputer VisionMachine LearningMachine VisionCrack AssessmentDeep LearningFracture DetectionPattern RecognitionScene UnderstandingSemantic SegmentationAutomated Crack InspectionConvolutional Neural Network SegmentationConvolutional Neural NetworksCrack DetectionCrack MorphologyCrack SegmentationCracksFully Convolutional Networks
58
Deep Residual Learning for Image Recognition
Kaiming He, Xiangyu Zhang, Shaoqing Ren et al. · 2016 · 222.1K citations · Full text
Going deeper with convolutions
Christian Szegedy, Wei Liu, Yangqing Jia et al. · 2015 · 46.8K citations
Fully convolutional networks for semantic segmentation
Jonathan Long, Evan Shelhamer, Trevor Darrell · 2015 · 36.9K citations
Dropout: a simple way to prevent neural networks from overfitting
Nitish Srivastava, Geoffrey E. Hinton, Alex Krizhevsky et al. · 2014 · 34.3K citations