Microscopic Nuclei Classification, Segmentation and Detection with improved Deep Convolutional Neural Network (DCNN) Approaches.
Md. Zahangir AlomChris YakopcicTarek M. TahaVijayan K. AsariPublished in: CoRR (2018)
Keyphrases
- convolutional neural network
- discriminative classifiers
- feature extraction and classification
- image analysis
- microscopic images
- features extraction
- microscopy images
- classification accuracy
- machine learning methods
- image classification
- machine learning algorithms
- segmentation method
- pixel classification
- multiscale
- decision trees
- object segmentation
- face detection
- segmentation algorithm
- feature selection
- feature vectors
- pattern recognition
- medical images
- text classification
- page segmentation
- supervised learning
- image segmentation
- detection method
- object detection
- cell nuclei
- feature space
- neural network
- feature extraction
- support vector
- lung nodules
- training set
- pairwise
- medical imaging
- support vector machine
- multi class
- detection algorithm
- graph cuts
- level set