Road crack detection interpreting background images by convolutional neural networks and a self-organizing map.
Takahiro YamaguchiTsukasa MizutaniPublished in: Comput. Aided Civ. Infrastructure Eng. (2024)
Keyphrases
- self organizing maps
- som neural network
- road surface
- complex background
- convolutional neural networks
- image data
- input image
- input data
- bounding box
- convolutional network
- object recognition
- aerial images
- neural network
- edge detection
- segmentation method
- image registration
- feature maps
- traffic signs
- road signs
- unsupervised learning
- pattern recognition
- data sets
- object detection
- learning vector quantization
- probabilistic neural network
- multiscale
- similarity measure
- image segmentation