Robust Cell Detection and Segmentation in Histopathological Images Using Sparse Reconstruction and Stacked Denoising Autoencoders.
Hai SuFuyong XingXiangfei KongYuanpu XieShaoting ZhangLin YangPublished in: MICCAI (3) (2015)
Keyphrases
- denoising
- sparse reconstruction
- histopathological images
- image processing
- image analysis
- natural images
- segmentation algorithm
- semantic segmentation
- cell nuclei
- segmentation method
- image segmentation
- occlusion handling
- fully automatic
- feature selection
- shape prior
- level set
- multiscale
- pattern recognition
- image regions
- multiple objects
- quantitative evaluation
- compressive sensing
- least squares
- video sequences