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| -rwxr-xr-x | report/paper.md | 25 |
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diff --git a/report/paper.md b/report/paper.md index 60e1f7f..68df6fd 100755 --- a/report/paper.md +++ b/report/paper.md @@ -159,10 +159,9 @@ can be observed below: \end{center} \end{figure} -Two examples of the outcome of Nearest Neighbor Classification are presented below. -The first one is a failed classification of a test face from class 2, labeled as class 5. -The second one is an example of success, in which a face from class 1 was classified -correctly. +Two examples of the outcome of Nearest Neighbor Classification are presented below, +respectively one example of classification failure and an example of successful +classification. \begin{figure} \begin{center} @@ -202,16 +201,28 @@ can be observed below: \end{center} \end{figure} -A classification failure of class 6 labeled as class 7 can be observed below: +Similarly to the NN case, we present two cases, respectively failure and success. +The pictures on the right show the reconstructed images. \begin{figure} \begin{center} -\includegraphics[width=14em]{fig/failure_6_7.pdf} -\includegraphics[width=7em]{fig/rec_6.pdf} +\includegraphics[width=7em]{fig/FO.JPG} +\includegraphics[width=7em]{fig/FL.JPG} +\includegraphics[width=7em]{fig/FR.JPG} \caption{Alternative method failure. Respectively test image, labeled class, reconstructed image} \end{center} \end{figure} +\begin{figure} +\begin{center} +\includegraphics[width=7em]{fig/SO.JPG} +\includegraphics[width=7em]{fig/SL.JPG} +\includegraphics[width=7em]{fig/SR.JPG} +\caption{Alternative method success. Respectively test image, labeled class, reconstructed image} +\end{center} +\end{figure} + + # Question 2, Generative and Discriminative Subspace Learning Maximize function J(W) (Fisher's Criterion): |