Exploiting Convolutional Neural Networks and Preprocessing Techniques for HEp-2 Cell Classification in Immunofluorescence Images.
Larissa Ferreira RodriguesMurilo Coelho NaldiJoão Fernando MariPublished in: SIBGRAPI (2017)
Keyphrases
- preprocessing
- image classification
- preprocessing stage
- image data
- input image
- feature extraction
- convolutional neural networks
- three dimensional
- preprocessing steps
- ground truth
- image database
- pattern recognition
- image retrieval
- microscopic images
- handwritten digits
- feature space
- image analysis
- classification accuracy
- feature selection
- object recognition
- microscope images
- pigmented skin lesions
- image set
- test images
- image quality
- edge detection
- image features
- support vector machine
- feature vectors
- support vector
- segmentation method
- feature points
- extracted features
- microscopy images
- image registration
- blood cells
- decision trees