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A Comparison of Seafloor Classification Methods Through the Use ...

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Study Goal<br />

3. What are <strong>the</strong> benefits to classification<br />

<strong>of</strong> using a 3D perspective? Is it<br />

possible to quantitatively compare two<br />

different classifications <strong>of</strong> <strong>the</strong> data<br />

using observations in a 3D<br />

environment?<br />

Conclusions<br />

Calculating error matrix statistics allows for<br />

<strong>the</strong> evaluation <strong>of</strong> each result individually,<br />

while also making it possible for comparison<br />

among different results.<br />

Dives were correctly placed in <strong>the</strong> landscape<br />

where <strong>the</strong>y could be used to guide <strong>the</strong><br />

textural classification <strong>of</strong> backscatter<br />

imagery.<br />

<strong>Use</strong> <strong>of</strong> <strong>the</strong> 3D environment helped to colocate<br />

different data sets on <strong>the</strong> bathymetry,<br />

while also providing an opportunity to<br />

perform quantitative assessments through <strong>the</strong><br />

use <strong>of</strong> error matrices.<br />

July 17 th , 2006 MS Thesis Defense

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