Foreground Extraction in Histo-Pathological Image by Combining Mathematical Morphology Operations and U-Net.
Jia LiJunling HeJingmin LongChenxu WangJesper KersFons J. VerbeekPublished in: BIOIMAGING (2023)
Keyphrases
- mathematical morphology
- image analysis
- morphological image processing
- linear filtering
- edge detection
- dilation and erosion
- colour images
- adaptive neighborhood
- morphological transformations
- morphological operations
- watershed transformation
- gray scale
- spatially variant
- input image
- binary images
- watershed transform
- morphological operators
- morphological filters
- image processing
- single image
- image features
- multiscale
- image and signal processing
- computationally simple
- bounding box
- foreground and background
- template matching
- pattern spectrum
- translation invariant
- neural network
- image segmentation
- region growing
- structuring elements
- image matching
- image regions
- background subtraction
- gray level images
- edge detector
- foreground objects
- high resolution
- pixel values
- image structure