Controlled Synthesis of Fibre-reinforced Plastics Images from Segmentation Maps using Generative Adversarial Neural Networks.
Nicolas SchaafHans Aoyang ZhouChrismarie EnslinFlorian BrillowskiDaniel LüttickePublished in: ICAART (3) (2022)
Keyphrases
- segmentation algorithm
- neural network
- segmentation method
- test images
- image database
- image analysis
- image data
- ground truth
- image segmentation
- segmentation errors
- unsupervised segmentation
- edge detection
- segmented images
- accurate segmentation
- tubular structures
- automatically segmented
- image classification
- image retrieval
- piece wise
- microscopy images
- multiscale
- image slices
- input image
- object recognition
- fully automatic
- adaptive thresholding
- pixel wise
- image regions
- image features
- level set
- microscopic images
- low depth of field
- image segmentation algorithms
- intensity images
- three dimensional
- image segments
- pixel level
- generative model
- discriminative classifiers
- positron emission tomography
- feature maps
- image registration