Add one mean face. Small corrections

1 files changed, 5 insertions, 4 deletions

diff --git a/report/paper.md b/report/paper.md
index 8dc0421..1c9e224 100755
--- a/report/paper.md
+++ b/report/paper.md
@@ -34,13 +34,14 @@ as a sudden drop for eigenvalues after the 363rd.
 The mean image is calculated averaging the features of the
 training data. Changing the randomization seed will give
 very similar values, since the vast majority of the training
-faces used for averaging will be the same. The mean face
-for our standard seed can be observed in figure \ref{mean_face}.
+faces used for averaging will be the same. Two mean faces
+obtained with different seeds for split can be observed in figure \ref{mean_face}.
 
 \begin{figure}
 \begin{center}
 \includegraphics[width=8em]{fig/mean_face.pdf}
-\caption{Mean Face}
+\includegraphics[width=8em]{fig/mean2.pdf}
+\caption{Mean Faces}
 \label{mean_face}
 \end{center}
 \end{figure}
@@ -337,7 +338,7 @@ observed in the confusion matrix shown in figure \ref{ldapca_cm}.
 \end{center}
 \end{figure}
 
-Two recognition examples are reported below: success(figure \ref{succ_ldapca}), failure(figure \ref{fail_ldapca})
+Two recognition examples are reported: success in figure \ref{succ_ldapca}) and failure in figure \ref{fail_ldapca}
 
 \begin{figure}
 \begin{center}