diff --git a/.gitattributes b/.gitattributes
index 87bfd062d71..cf21e97247a 100644
--- a/.gitattributes
+++ b/.gitattributes
@@ -1758,6 +1758,7 @@ Principal_component_analysis/demo/Principal_component_analysis/windows/3d/res/id
 Principal_component_analysis/demo/Principal_component_analysis/windows/3d/res/idb8.bmp -text svneol=unset#image/bmp
 Principal_component_analysis/doc_tex/Principal_component_analysis/fit.eps -text svneol=unset#application/postscript
 Principal_component_analysis/doc_tex/Principal_component_analysis/fit.png -text svneol=unset#image/png
+Principal_component_analysis/doc_tex/Principal_component_analysis/teaserLeastSquaresFitting.png -text
 QP_solver/doc_tex/QP_solver/closest_point.eps -text svneol=unset#application/postscript
 QP_solver/doc_tex/QP_solver/closest_point.fig -text svneol=unset#application/octet-stream
 QP_solver/doc_tex/QP_solver/closest_point.gif -text svneol=unset#image/gif
diff --git a/Principal_component_analysis/doc_tex/Principal_component_analysis/PkgDescription.tex b/Principal_component_analysis/doc_tex/Principal_component_analysis/PkgDescription.tex
index 75310b94e02..f0f340bd378 100644
--- a/Principal_component_analysis/doc_tex/Principal_component_analysis/PkgDescription.tex
+++ b/Principal_component_analysis/doc_tex/Principal_component_analysis/PkgDescription.tex
@@ -12,4 +12,5 @@ in 3D.}
 %\ccPkgDependsOn{}
 \ccPkgIntroducedInCGAL{3.2}
 \ccPkgLicense{\ccLicenseQPL}
+\ccPkgIllustratino{Principal_component_analysis/teaserLeastSquaresFitting.png}{Principal_component_analysis/teaserLeastSquaresFitting.png}
 \end{ccPkgDescription}
diff --git a/Principal_component_analysis/doc_tex/Principal_component_analysis/teaserLeastSquaresFitting.png b/Principal_component_analysis/doc_tex/Principal_component_analysis/teaserLeastSquaresFitting.png
new file mode 100644
index 00000000000..cd9c0e88cc3
Binary files /dev/null and b/Principal_component_analysis/doc_tex/Principal_component_analysis/teaserLeastSquaresFitting.png differ