Nuclei segmentation via sparsity constrained convolutional regression.
Yin ZhouHang ChangKenneth E. BarnerBahram ParvinPublished in: ISBI (2015)
Keyphrases
- microscopic images
- segmentation method
- microscopy images
- regression model
- image segmentation
- level set
- shape prior
- segmentation algorithm
- high dimensional
- sparse representation
- confocal images
- cell nuclei
- model selection
- energy function
- medical images
- medical imaging
- fully automatic
- region growing
- linear regression
- support vector
- linear combination
- unsupervised learning
- edge detection
- segmentation accuracy
- image analysis
- image processing
- white blood cells
- machine learning