diff --git a/Article/Expe_auto/perfTable.tex b/Article/Expe_auto/perfTable.tex
index 2e08d323f9f3c8f8952b46fc6490ac75ccf299f9..decd46a58d983bcc5e24cc0ddc7da2f7b9593be9 100644
--- a/Article/Expe_auto/perfTable.tex
+++ b/Article/Expe_auto/perfTable.tex
@@ -13,7 +13,7 @@ $M_{new}/M_{old}$ (\%) & & & & \\
 & \multicolumn{1}{l|}{87.60} & \multicolumn{1}{l|}{115.03}
 & \multicolumn{1}{l|}{86.18} & \multicolumn{1}{l|}{87.85} \\
 \hspace{0.4cm} on the set of test images
-& 85.88 $\pm$ 2.60 & 106.64 $\pm$ 5.63 & 92.63 $\pm$ 4.37 & 87.03 $\pm$ 4.27 \\
+& 85.47 $\pm$ 2.16 & 108.19 $\pm$ 4.86 & 91.23 $\pm$ 3.63 & 86.18 $\pm$ 3.88 \\
 \hspace{0.4cm} on CannyLines images
 & 86.02 $\pm$ 2.44 & 110.15 $\pm$ 6.51 & 89.23 $\pm$ 5.11 & 84.70 $\pm$ 2.98 \\
 \hline
diff --git a/Article/Expe_perf/perf_iut_amphi3.txt b/Article/Expe_perf/perf_iut_amphi3.txt
new file mode 100644
index 0000000000000000000000000000000000000000..52be29a261f3d8e3a025c222f3189c44244848f8
--- /dev/null
+++ b/Article/Expe_perf/perf_iut_amphi3.txt
@@ -0,0 +1,17 @@
+100
+768
+512
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diff --git a/Article/Expe_perf/perf_iut_corridor3.txt b/Article/Expe_perf/perf_iut_corridor3.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bbf53f23b382bc33b0225dbf808c418cc779e9f5
--- /dev/null
+++ b/Article/Expe_perf/perf_iut_corridor3.txt
@@ -0,0 +1,17 @@
+100
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diff --git a/Article/Expe_perf/perf_iut_ig1.txt b/Article/Expe_perf/perf_iut_ig1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..94aa5a24078adedfef1fd0e4bdb0225b8e07571f
--- /dev/null
+++ b/Article/Expe_perf/perf_iut_ig1.txt
@@ -0,0 +1,17 @@
+100
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diff --git a/Article/Expe_perf/perf_iut_ig2.txt b/Article/Expe_perf/perf_iut_ig2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7cdaf916ff44ca893363bfbe46b42c34de230373
--- /dev/null
+++ b/Article/Expe_perf/perf_iut_ig2.txt
@@ -0,0 +1,17 @@
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diff --git a/Article/Expe_perf/perf_vosges_castle1.txt b/Article/Expe_perf/perf_vosges_castle1.txt
index b6fd3d24087eca7314e77e4a9c3b970428511706..4f74486021c26358dca63c088c21db62f3293e11 100644
--- a/Article/Expe_perf/perf_vosges_castle1.txt
+++ b/Article/Expe_perf/perf_vosges_castle1.txt
@@ -1,17 +1,17 @@
 100
 768
 512
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diff --git a/Article/Expe_perf/perf_vosges_castle2.txt b/Article/Expe_perf/perf_vosges_castle2.txt
index 799fe83dcae3e09e6bb41cefc7238e65e7d91581..8997419448736789781f5e22a9e8aff018e2a524 100644
--- a/Article/Expe_perf/perf_vosges_castle2.txt
+++ b/Article/Expe_perf/perf_vosges_castle2.txt
@@ -1,17 +1,17 @@
 100
 768
 512
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-415
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 61
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diff --git a/Article/Expe_perf/perf_vosges_corridor1.txt b/Article/Expe_perf/perf_vosges_corridor1.txt
deleted file mode 100644
index 0a5585b08301111ea8b45ec9571e82a8dae6c0ee..0000000000000000000000000000000000000000
--- a/Article/Expe_perf/perf_vosges_corridor1.txt
+++ /dev/null
@@ -1,17 +0,0 @@
-100
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-50
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-1.3908
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diff --git a/Article/Expe_perf/perf_vosges_detail1.txt b/Article/Expe_perf/perf_vosges_detail1.txt
deleted file mode 100644
index 8453d717bf51af5adb71a2b13438374b394307ed..0000000000000000000000000000000000000000
--- a/Article/Expe_perf/perf_vosges_detail1.txt
+++ /dev/null
@@ -1,17 +0,0 @@
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diff --git a/Article/Expe_perf/perf_vosges_detail2.txt b/Article/Expe_perf/perf_vosges_detail2.txt
deleted file mode 100644
index 2786900cc0e9a768a1c95d744740364406317ba1..0000000000000000000000000000000000000000
--- a/Article/Expe_perf/perf_vosges_detail2.txt
+++ /dev/null
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diff --git a/Article/Expe_perf/perf_vosges_detail3.txt b/Article/Expe_perf/perf_vosges_detail3.txt
deleted file mode 100644
index 8166fae95f521ef6ea31bfa2a3938804cc1cc8c7..0000000000000000000000000000000000000000
--- a/Article/Expe_perf/perf_vosges_detail3.txt
+++ /dev/null
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