Automatic Segmentation of Images with Superpixel Similarity Combined with Deep Learning.
Xiaofang MuHui QiXiaobin LiPublished in: Circuits Syst. Signal Process. (2020)
Keyphrases
- automatic segmentation
- automatically segmenting
- segmentation algorithm
- deep learning
- accurate segmentation
- computed tomography images
- input image
- manual segmentation
- image data
- similarity measure
- superpixels
- image features
- image regions
- ground truth
- image registration
- computer aided diagnosis systems
- unsupervised learning
- three dimensional
- feature selection
- region of interest
- fully automated
- multiple images
- weakly supervised
- test images
- maximum likelihood
- markov random field
- image processing
- machine learning