A scale and region-enhanced decoding network for nuclei classification in histology image.
Shuomin XiaoAiping QuHaiqin ZhongPenghui HePublished in: Biomed. Signal Process. Control. (2023)
Keyphrases
- image classification
- input image
- image features
- image structure
- image regions
- region of interest
- image retrieval
- image data
- single image
- image content
- image analysis
- image pixels
- grey level
- adjacent regions
- region segmentation
- textural features
- preprocessing stage
- image segmentation
- feature extraction
- classification accuracy
- high resolution
- image representation
- segmentation method
- microscopy images
- edge map
- spatial extent
- edge detection
- microscopic images
- boundary information
- feature vectors
- similarity measure
- homogeneous regions
- automatic recognition
- multiscale
- decoding process
- thematic mapper
- training set
- network structure
- scale space
- feature points
- segmented images
- gradient information
- text classification
- extracted features
- test images
- support vector machine
- segmentation algorithm
- object region
- image processing