Integrating deep convolutional neural networks with marker-controlled watershed for overlapping nuclei segmentation in histopathology images.
Lipeng XieJin QiLili PanSamad WaliPublished in: Neurocomputing (2020)
Keyphrases
- histopathology images
- convolutional neural networks
- segmentation algorithm
- marker controlled watershed
- microscopic images
- segmentation method
- microscopy images
- segmentation result
- watershed segmentation
- image segmentation
- level set
- cell nuclei
- region growing
- white blood cells
- convolutional network
- multiscale
- shape prior
- medical images
- motion segmentation
- bounding box
- superpixels
- energy function
- object detection
- computer vision