Segmentation of tuberculosis bacilli in Ziehl-Neelsen tissue slide images using Hibrid Multilayered Perceptron network.
Muhammad Khusairi OsmanMohd Yusoff MashorHasnan JaafarPublished in: ISSPA (2010)
Keyphrases
- image analysis
- mr brain
- segmentation algorithm
- segmentation method
- test images
- three dimensional
- cell nuclei
- image data
- segmentation accuracy
- adaptive thresholding
- segmentation errors
- ground truth
- partial volume
- image regions
- brain tumors
- segmented images
- accurate segmentation
- fully automatic
- lymph nodes
- quantitative measurements
- tissue segmentation
- image segmentation
- image features
- edge detection
- medical images
- grey level
- input image
- probability maps
- neural network
- multiple objects
- level set
- region growing
- mr imaging
- image registration
- microscopy images
- multiscale
- brain mr images
- learning algorithm
- probabilistic atlas
- object segmentation
- image retrieval
- intensity distribution
- magnetic resonance images
- magnetic resonance
- partial volume effects
- ultrasound imaging
- medical imaging
- energy function
- gray level
- confocal images