diff --git a/Images/Fractal_fire.jpg b/Images/Fractal_fire.jpg
new file mode 100644
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diff --git a/Images/Fractal_terrain_texture.jpg b/Images/Fractal_terrain_texture.jpg
new file mode 100644
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diff --git a/Images/Pink_red_liquid_using_perlin_noise_+_bump_+_coloring.png b/Images/Pink_red_liquid_using_perlin_noise_+_bump_+_coloring.png
new file mode 100644
index 0000000..1fc6a37
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diff --git a/Parties/chap1_1.tex b/Parties/chap1_1.tex
index 7596d98..a0cfd82 100644
--- a/Parties/chap1_1.tex
+++ b/Parties/chap1_1.tex
@@ -33,53 +33,56 @@ Cela a pour effet que le gradient de la fonction de bruit résultante à chaque
 nœud de grille coïncide avec le vecteur de gradient aléatoire précalculé.
 \newline
 
-Voici le pseudo-code de l'implantation du bruit de Perlin à 2 dimensions:
+Voici une version C++ de l'implantation du bruit de Perlin à 2 dimensions:
 
-\begin{lstlisting}[caption=Implantation du bruit de Perlin en pseudo-code, label=code:perlin]
-    // Function to linearly interpolate between a0 and a1
-    // Weight w should be in the range [0.0, 1.0]
-    function lerp(float a0, float a1, float w) {
-        return (1.0 - w)*a0 + w*a1;
-    }
-    
-    // Computes the dot product of the distance and gradient vectors.
-    function dotGridGradient(int ix, int iy, float x, float y) {
-    
-        // Precomputed (or otherwise) gradient vectors at each grid node
-        extern float Gradient[IYMAX][IXMAX][2];
-    
-        // Compute the distance vector
-        float dx = x - (float)ix;
-        float dy = y - (float)iy;
-    
-        // Compute the dot-product
-        return (dx*Gradient[iy][ix][0] + dy*Gradient[iy][ix][1]);
-    }
-    
-    // Compute Perlin noise at coordinates x, y
-    function perlin(float x, float y) {
-    
-        // Determine grid cell coordinates
-        int x0 = floor(x);
-        int x1 = x0 + 1;
-        int y0 = floor(y);
-        int y1 = y0 + 1;
-    
-        // Determine interpolation weights
-        // Could also use higher order polynomial/s-curve here
-        float sx = x - (float)x0;
-        float sy = y - (float)y0;
-    
-        // Interpolate between grid point gradients
-        float n0, n1, ix0, ix1, value;
-        n0 = dotGridGradient(x0, y0, x, y);
-        n1 = dotGridGradient(x1, y0, x, y);
-        ix0 = lerp(n0, n1, sx);
-        n0 = dotGridGradient(x0, y1, x, y);
-        n1 = dotGridGradient(x1, y1, x, y);
-        ix1 = lerp(n0, n1, sx);
-        value = lerp(ix0, ix1, sy);
-    
-        return value;
-    }
+\begin{lstlisting}[caption=Implantation du bruit de Perlin en C++, label=code:perlin]
+// Function to linearly interpolate between a0 and a1
+// Weight w should be in the range [0.0, 1.0]
+float lerp(float a0, float a1, float w) {
+    return (1.0 - w)*a0 + w*a1;
+
+    // as an alternative, this slightly faster equivalent formula can be used:
+    // return a0 + w*(a1 - a0);
+}
+
+// Computes the dot product of the distance and gradient vectors.
+float dotGridGradient(int ix, int iy, float x, float y) {
+
+    // Precomputed (or otherwise) gradient vectors at each grid node
+    extern float Gradient[IYMAX][IXMAX][2];
+
+    // Compute the distance vector
+    float dx = x - (float)ix;
+    float dy = y - (float)iy;
+
+    // Compute the dot-product
+    return (dx*Gradient[iy][ix][0] + dy*Gradient[iy][ix][1]);
+}
+
+// Compute Perlin noise at coordinates x, y
+float perlin(float x, float y) {
+
+    // Determine grid cell coordinates
+    int x0 = int(x);
+    int x1 = x0 + 1;
+    int y0 = int(y);
+    int y1 = y0 + 1;
+
+    // Determine interpolation weights
+    // Could also use higher order polynomial/s-curve here
+    float sx = x - (float)x0;
+    float sy = y - (float)y0;
+
+    // Interpolate between grid point gradients
+    float n0, n1, ix0, ix1, value;
+    n0 = dotGridGradient(x0, y0, x, y);
+    n1 = dotGridGradient(x1, y0, x, y);
+    ix0 = lerp(n0, n1, sx);
+    n0 = dotGridGradient(x0, y1, x, y);
+    n1 = dotGridGradient(x1, y1, x, y);
+    ix1 = lerp(n0, n1, sx);
+    value = lerp(ix0, ix1, sy);
+
+    return value;
+}
 \end{lstlisting}
\ No newline at end of file
diff --git a/Parties/chap1_2.tex b/Parties/chap1_2.tex
index e69de29..8f85db4 100644
--- a/Parties/chap1_2.tex
+++ b/Parties/chap1_2.tex
@@ -0,0 +1,23 @@
+Due à sa grande flexibilité, ce générateur de bruit peut être utilisé pour
+créer plusieurs types d'éléments comme les nuages, le feu, la fumée…
+Voici Quelques exemples d'images produites depuis cette méthode:
+\begin{figure}
+    \centering
+    \includegraphics[width=0.9\linewidth]{Images/Fractal_fire.jpg}
+    \caption{Feu généré à partir du bruit de Perlin}
+    \label{img:feu-perlin}
+\end{figure}
+
+\begin{figure}
+    \centering
+    \includegraphics[width=0.9\linewidth]{Images/Fractal_terrain_texture.jpg}
+    \caption{Terrain généré à partir du bruit de Perlin}
+    \label{img:terrain-perlin}
+\end{figure}
+
+\begin{figure}
+    \centering
+    \includegraphics[width=0.9\linewidth]{Images/Pink_red_liquid_using_perlin_noise_+_bump_+_coloring.png}
+    \caption{Surface organique générée à partir du bruit de Perlin et travaillée avec application texture et lumière}
+    \label{img:organique-perlin}
+\end{figure}
\ No newline at end of file
diff --git a/rapport.pdf b/rapport.pdf
index c4d787c..54bd003 100644
Binary files a/rapport.pdf and b/rapport.pdf differ
diff --git a/rapport.tex b/rapport.tex
index 091bdc5..e37ad9c 100644
--- a/rapport.tex
+++ b/rapport.tex
@@ -13,10 +13,10 @@
     \newcommand{\guillemets}[1]{\og #1\fg{}} % [1]: nbr arg
 
 \lstset{
-    language=C,                             % Code langugage
+    language=C++,                             % Code langugage
     basicstyle=\ttfamily,                   % Code font, Examples: \footnotesize, \ttfamily
-%     keywordstyle=\color{OliveGreen},        % Keywords font ('*' = uppercase)
-%     commentstyle=\color{gray},              % Comments font
+    % keywordstyle=\color{OliveGreen},        % Keywords font ('*' = uppercase)
+    % commentstyle=\color{gray},              % Comments font
 %     numbers=left,                           % Line nums position
 %     numberstyle=\tiny,                      % Line-numbers fonts
 %     stepnumber=1,                           % Step between two line-numbers
@@ -45,6 +45,7 @@ Université d'Aix-Marseille}
 
 \newpage
 \tableofcontents
+\input{Parties/résumé.tex}
 \newpage
 \section*{Introduction}
 \input{Parties/intro.tex}
@@ -55,8 +56,8 @@ Université d'Aix-Marseille}
 \input{Parties/chap1_1.tex}
 \subsection{Applications}
 \input{Parties/chap1_2.tex}
-\subsection{Limitations}
-\input{Parties/chap1_3.tex}
+% \subsection{Limitations}
+% \input{Parties/chap1_3.tex}
 
 \section{Bruit de Gabor}
 \input{Parties/chap2_intro.tex}
@@ -77,8 +78,8 @@ Université d'Aix-Marseille}
 \section{Conclusion}
 \input{Parties/conclusion.tex}
 
-\section{Résumé}
-\input{Parties/résumé.tex}
+% \section{Résumé}
+% \input{Parties/résumé.tex}
 
 \section{Bibliographie}
 \end{document}