By Divya Sai Jaladi Ravi Chandu K Padmini Krishna NNEURON
CLASSIFICATIONClassifications of a neuron ?In general there are 4
major classifications of neuron. They are:Multi- Polar NeuronBi-
Polar NeuronUni- Polar Neuron (Psuedo Neuron)Anaxonic Neuron
General Structure of a neuron:
Main Goal Of our Project is !Automatically Segment the
neuronsThresholdQuantify neuronsExtract noise from the imageFind
seed pointsAnd then extend them to larger images
For segmentation We can find types of segmentation plugin and
currently we took Robust Automatic Threshold Selection.
Color Threshold
Analyzing particles..
Finding surface area..
Here comes the output. !!
Results
screen play imageHere we need to select a pixel where we could
find a nucleus and there we should change the modifications of an
image to bring the neuron out.Type 32 bitsAdjust thresholdFinding
edgesProcess binary erode
Segmented and skeletonized
Inverted..
Resulted image.
Still working on .Find the seed pointsQuantify individual
neuronsFind the volume and surface areaShould segment multiple
cells for larger images.References Haykin S. Neural Networks and
Learning Machines.3rd Ed. London: Prentice Hall, 2009.
D. Michael and J. Houchin "Automatic EEG analysis: A
segmentation procedure based on the autocorrelation
function",Electroenceph. Clin. Neurophysiol., vol. 46, pp.232 -235
1979[CrossRef]
