ConvNeXt-backbone HoVerNet for nuclei segmentation and classification.
Jiachen LiChixin WangBanban HuangZekun ZhouPublished in: CoRR (2022)
Keyphrases
- microscopic images
- pattern recognition
- feature vectors
- automatic classification
- segmentation method
- image segmentation
- feature extraction
- classification method
- classification accuracy
- microscopy images
- classification scheme
- feature selection
- fully automatic
- pattern classification
- classification models
- pixel classification
- features extraction
- support vector
- multiscale
- classification algorithm
- class labels
- segmentation algorithm
- statistical classification
- energy function
- support vector machine
- feature extraction and classification
- microscope images
- object detection
- lung nodules
- textural features
- image classification
- fully unsupervised
- level set
- segmentation accuracy
- automatic recognition
- text classification
- model selection
- support vector machine svm
- shape prior