Prostate Gland Segmentation in Histology Images via Residual and Multi-resolution U-NET.
Julio Silva-RodríguezElena Payá-BoschGabriel GarcíaAdrián ColomerValery NaranjoPublished in: IDEAL (1) (2020)
Keyphrases
- segmentation algorithm
- segmentation method
- multiresolution
- image analysis
- edge detection
- image data
- fully automatic
- segmented images
- ground truth
- input image
- automated segmentation
- image segmentation
- image registration
- segmentation accuracy
- medical images
- object segmentation
- ultrasound imaging
- transformed images
- image features
- ultrasound images
- region of interest
- energy function
- speckle noise
- segmentation result
- multiscale
- region growing
- active contours
- gray value
- visual inspection
- level set