kNN Results

Experiment Setup:
Ground truth:

• Dr.Marc's dataset
• Positive examples were converged SIFT points less than 45 pixels from the converged Synapse points.
  
• Negative examples were converged SIFT points > 45 pixels from converged Synapse markup points (All points were taken, the dataset is a skewed dataset)
  

Test Data:

• First set of markup images

Results:
52 synapses were identified. The experiment. Few of the results are shown below. These pictures are screen shots from the QT based rudimentary Synapse Viewer in Linux. The yellow markups are the predicted ones and the red ones are the user marked ones(non-converged).



P.S: Finally some result after few bad days!! Kraken reboot killed an experiment!!