Unsupervised Feature Extraction via Deep Learning for Histopathological Classification of Colon Tissue Images.
Can Taylan SariCigdem Gunduz DemirPublished in: IEEE Trans. Medical Imaging (2019)
Keyphrases
- feature extraction
- deep learning
- image classification
- unsupervised learning
- three dimensional
- feature vectors
- restricted boltzmann machine
- image features
- object recognition
- test images
- input image
- image retrieval
- pattern recognition
- machine learning
- feature selection
- feature space
- supervised learning
- deep architectures
- multiple images
- tissue samples
- weakly supervised
- unsupervised feature learning
- decision trees
- visual features
- co occurrence
- semi supervised
- sparse representation
- image content
- segmentation algorithm
- image annotation
- higher order
- cell nuclei
- similarity measure
- image processing