Automated pavement crack detection and segmentation based on two-step convolutional neural network.
Jingwei LiuXu YangStephen LauXin WangSang LuoVincent Cheng-Siong LeeLing DingPublished in: Comput. Aided Civ. Infrastructure Eng. (2020)
Keyphrases
- convolutional neural network
- automated analysis
- circular hough transform
- image segmentation
- automated segmentation
- reliable detection
- automatic detection
- face detection
- false positives
- segmentation algorithm
- cell segmentation
- fully automatic
- complex background
- medical images
- boundary detection
- segmentation method
- road surface
- shape prior
- level set
- video segmentation
- bounding box
- region growing
- road network
- detection method
- landmark detection
- multiscale
- segmentation accuracy
- optic disc
- neural network
- intensity variations
- rib cage
- low signal to noise ratio
- fracture detection
- automated detection
- text lines
- false alarms
- object segmentation
- detection rate
- energy function
- post processing
- active contours
- anomaly detection
- face recognition