A framework for nucleus and overlapping cytoplasm segmentation in cervical cytology extended depth of field and volume images.
Hady Ahmady PhouladyDmitry B. GoldgofLawrence O. HallPeter R. MoutonPublished in: Comput. Medical Imaging Graph. (2017)
Keyphrases
- segmentation algorithm
- image slices
- image analysis
- segmentation method
- white blood cells
- test images
- input image
- region based segmentation
- image data
- edge detection
- microscopy images
- variational framework
- segmentation errors
- confocal images
- image features
- image database
- ground truth
- level set
- segmented images
- accurate segmentation
- volume data
- grey level
- image segmentation
- image regions
- cell nuclei
- microscopic images
- cell nucleus
- three dimensional
- fully automatic
- intensity images
- region growing
- segmentation scheme
- object recognition
- segmentation accuracy
- medical images
- automatically segmenting
- image segments
- image sequences
- multiscale
- image retrieval
- image registration
- adaptive thresholding
- active contours
- automatic segmentation
- depth images