Comparison of Semantic Convolution Neural Networks on the Example of Crack Segmentation in Asphalt Images.
Svetlana MustafinaAndrey AkimovSofia MustafinaAlexandra PlotnikovaPublished in: Int. J. Comput. (2021)
Keyphrases
- neural network
- segmentation algorithm
- segmentation method
- segmentation errors
- image analysis
- image data
- three dimensional
- image regions
- test images
- microscopy images
- quantitative evaluation
- edge detection
- image database
- unsupervised segmentation
- microscopic images
- adaptive thresholding
- input image
- image registration
- accurate segmentation
- tubular structures
- segmented images
- image segmentation
- fully automatic
- ground truth
- segmentation accuracy
- image segmentation algorithms
- object recognition
- pixel wise
- piece wise
- image slices
- image processing
- multiple objects
- grey level
- image segments
- low depth of field
- gray value
- intensity images
- pixel level
- image classification
- image features
- image retrieval
- back projection
- discrete fourier transform
- foreground and background
- bounding box
- automatic segmentation
- shape prior
- image collections
- image annotation
- automatically segmented