Comparing convolutional neural networks and preprocessing techniques for HEp-2 cell classification in immunofluorescence images.
Larissa Ferreira RodriguesMurilo Coelho NaldiJoão Fernando MariPublished in: Comput. Biol. Medicine (2020)
Keyphrases
- preprocessing
- image classification
- preprocessing stage
- image data
- feature extraction
- preprocessing steps
- convolutional neural networks
- test images
- three dimensional
- image analysis
- image database
- pattern recognition
- input image
- classification accuracy
- ground truth
- edge detection
- feature vectors
- hyperspectral images
- object recognition
- support vector
- similarity measure
- feature points
- microscopic images
- microscope images
- image retrieval
- cell nuclei
- fluorescence microscopy images
- gabor filters
- image matching
- segmentation algorithm
- support vector machine
- feature values
- microscopy images
- image regions
- visual features
- text classification
- image registration