sponsored by the National Science Foundation, Directorate of Biological Sciences (ABI program, DBI)
ABI Innovation: Modeling the Drosophila Brain with Single Neuron Resolution using Computer Vision Approaches
ABI Innovation: Modeling the Drosophila Brain with Single Neuron Resolution using Computer Vision Approaches
1. single neuron morphology identification: latent-state CRF
Confusion matrix for 5 morphology classes
2. Single neuron morphology--comparisons with generative (GMMs) and discriminative (SVMs) classification
Three features are used for each compartment: [SortS,SortL] = [minor,major] axis of best fit ellipse; distance from reference midline.
