DeepCerv: Deep Neural Network for Segmentation Free Robust Cervical Cell Classification.
O. U. Nirmal JithK. K. HarinarayananSrishti GautamArnav BhavsarAnil Kumar SaoPublished in: COMPAY/OMIA@MICCAI (2018)
Keyphrases
- neural network
- microscopy images
- confocal images
- learning vector quantization
- pattern recognition
- classification accuracy
- fluorescence microscopy images
- segmentation method
- robust classification
- classification method
- machine learning
- statistical classification
- pixel classification
- region growing
- image segmentation
- level set
- decision trees
- segmentation algorithm
- feature extraction
- microscopic images
- support vector
- nearest neighbour
- neural network model
- support vector machine
- multi layer perceptron
- cell segmentation
- training process
- multi channel
- edge detection
- support vector machine svm
- text classification
- medical imaging
- feature vectors
- features extraction
- training set
- classification algorithm
- correct classification
- medical images
- robust segmentation
- multiscale
- back propagation
- unsupervised learning