Nuclear Segmentation in Microscope Cell Images: A Hand-Segmented Dataset and Comparison of Algorithms.
Luís Pedro CoelhoAabid ShariffRobert F. MurphyPublished in: ISBI (2009)
Keyphrases
- microscope images
- image segmentation algorithms
- microscopic images
- segmented images
- segmentation method
- visual inspection
- segmentation algorithm
- image processing algorithms
- image analysis
- manually segmented
- microscopy images
- segmenting images
- fully automatic
- image database
- quantitative evaluation
- image segmentation methods
- ground truth
- fluorescence microscopy images
- image regions
- image data
- image segmentation
- image features
- test images
- edge detection
- segmentation errors
- input image
- cell nuclei
- automatically segmented
- cell segmentation
- accurate segmentation
- adaptive thresholding
- image set
- object recognition
- grey level
- image segmentation algorithm
- cardiac ultrasound images
- segmentation accuracy
- pixel wise
- region growing
- level set
- image registration
- image retrieval
- three dimensional
- complex background
- synthetic datasets
- bounding box
- automatic segmentation
- shape prior
- image collections
- energy function
- white blood cells
- multiscale