Detection of Dendritic Spines Using Wavelet-Based Conditional Symmetric Analysis and Regularized Morphological Shared-Weight Neural Networks

<table class="figure-group"><tr class="fig-image" id="a"><td><object data="https://static.hindawi.com/articles/cmmm/volume-2015/454076/figures/454076.fig.008a.svgz" name="454076.fig.008a" type="image/svg+xml"></object></td></tr><tr class="fig-caption"><td><b>(a) </b>Original image</td></tr><tr class="fig-image" id="b"><td><object data="https://static.hindawi.com/articles/cmmm/volume-2015/454076/figures/454076.fig.008b.svgz" name="454076.fig.008b" type="image/svg+xml"></object></td></tr><tr class="fig-caption"><td><b>(b) </b>Detection plane</td></tr><tr class="fig-image" id="c"><td><object data="https://static.hindawi.com/articles/cmmm/volume-2015/454076/figures/454076.fig.008c.svgz" name="454076.fig.008c" type="image/svg+xml"></object></td></tr><tr class="fig-caption"><td><b>(c) </b>Histogram of the width distribution</td></tr><tr class="fig-image" id="d"><td><object data="https://static.hindawi.com/articles/cmmm/volume-2015/454076/figures/454076.fig.008d.svgz" name="454076.fig.008d" type="image/svg+xml"></object></td></tr><tr class="fig-caption"><td><b>(d) </b>Histogram of the area distribution</td></tr><tr class="fig-image" id="e"><td><object data="https://static.hindawi.com/articles/cmmm/volume-2015/454076/figures/454076.fig.008e.svgz" name="454076.fig.008e" type="image/svg+xml"></object></td></tr><tr class="fig-caption"><td><b>(e) </b>Histogram of the perimeter distribution</td></tr></table>

<div>Experiment result with corresponding parameters for characterization.</div>

Computational and Mathematical Methods in Medicine

fig8

Figure 8

Figure 8: Detection of Dendritic Spines Using Wavelet-Based Conditional Symmetric Analysis and Regularized Morphological Shared-Weight Neural Networks 

Figure 8 | Detection of Dendritic Spines Using Wavelet-Based Conditional Symmetric Analysis and Regularized Morphological Shared-Weight Neural Networks 