Neural network based segmentation using a priori image models.
S. Sanjay-GopalBerkman SahinerHeang-Ping ChanNicholas PetrickPublished in: ICNN (1997)
Keyphrases
- image segmentation
- segmentation algorithm
- multiscale
- segmentation method
- image analysis
- image regions
- grey level
- image pixels
- test images
- adaptive thresholding
- edge detection
- image data
- input image
- berkeley segmentation dataset
- gray level images
- segmented images
- image features
- shape properties
- segmentation accuracy
- random fields
- image segments
- bayesian framework
- joint segmentation
- level set
- energy function
- single image
- pixel level
- parametric models
- region of interest
- image content
- microscopic images
- probabilistic model
- watershed algorithm
- global shape
- homogeneous regions
- image segmentations
- textured images
- image classification
- neural network
- natural images
- scale space
- unsupervised image segmentation
- multiple objects
- bounding box
- segmentation errors
- intensity images
- pixel wise
- image segmentation algorithms
- intensity variations
- image segmentation algorithm
- region segmentation
- intensity distribution
- gray value
- microscopy images
- object segmentation
- colour images
- gray level
- watershed transformation
- medical images