changeset 53:60b093f963d8

Ajout de chargement d'un fichier d'image afin d'avoir une plus grande variete de fragments possible. Ce fichier est sur Assembla dans <files>.
author SylvainPL <sylvain.pannetier.lebeuf@umontreal.ca>
date Fri, 05 Feb 2010 11:07:20 -0500
parents c89defea1e65
children 12bc019acd4e
files transformations/Occlusion.py
diffstat 1 files changed, 24 insertions(+), 43 deletions(-) [+]
line wrap: on
line diff
--- a/transformations/Occlusion.py	Thu Feb 04 16:53:50 2010 -0500
+++ b/transformations/Occlusion.py	Fri Feb 05 11:07:20 2010 -0500
@@ -2,23 +2,24 @@
 # coding: utf-8
 
 '''
-Ajout de bruit d'occlusion dans l'image originale. Le bruit d'occlusion vient
-d'une seconde image passee en parametre dans la methode ????
+Ajout de bruit d'occlusion dans l'image originale.
 
 Le bruit provient d'un echantillon pris dans la seconde image puis rajoutee a
 gauche ou a droite de l'image originale. De plus, il se peut aussi que le
 bruit soit rajoute sur l'image originale, mais en plus pâle.
 
+Il faut s'assurer d'avoir le fichier echantillon_occlusion.ft (voir "files" sur assembla) 
+dans le repertoire ou est effectuee l'execution de Occlusion.py. Sinon, 
+simplement changer le "path" sur la ligne 46
+
 Sylvain Pannetier Lebeuf dans le cadre de IFT6266, hiver 2010
 
 '''
 
 
 import numpy
-#import random
 import scipy
 import pylab
-#from scipy import ndimage
 
 class Occlusion():
     
@@ -40,37 +41,15 @@
         self.endroit=-1
         
         #Cette variable determine l'opacite de l'ajout dans le cas ou on est au milieu
-        
         self.opacite=0.5
         
+        f3 = open('echantillon_occlusion.ft')   #Arranger pour y mettre le bon path !!
+        #Presentement, on prend en compte que le fichier est ou on execute
+
+        w=ft.read(f3)
+        f3.close()
         
-        ##La douzaine d'image sera stoquee ici et non dans un autre fichier
-        ##Afin de ne pas devoir charger un autre fichier a chaque appel.
-        w=numpy.zeros((12,1024))
-        #a
-        w[0]=numpy.asarray([0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 7, 18, 28, 18, 7, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 6, 31, 73, 115, 144, 115, 70, 23, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 4, 12, 44, 124, 192, 219, 231, 223, 188, 100, 23, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 9, 45, 93, 146, 198, 197, 171, 172, 211, 237, 187, 67, 6, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 4, 47, 146, 210, 212, 156, 83, 44, 48, 122, 221, 216, 92, 10, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 20, 111, 216, 225, 153, 58, 12, 3, 6, 59, 184, 224, 125, 26, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 8, 62, 177, 230, 162, 58, 10, 1, 0, 2, 37, 165, 239, 189, 68, 6, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 25, 130, 227, 222, 103, 15, 1, 0, 0, 2, 37, 165, 245, 217, 89, 9, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 34, 161, 243, 212, 84, 8, 0, 0, 0, 4, 56, 184, 247, 220, 91, 9, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 35, 164, 240, 184, 56, 4, 0, 0, 0, 9, 86, 213, 251, 219, 91, 9, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 35, 164, 237, 165, 37, 2, 0, 0, 0, 18, 117, 229, 252, 212, 84, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 35, 164, 237, 165, 37, 2, 0, 0, 1, 34, 155, 243, 249, 186, 57, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 34, 161, 239, 184, 56, 4, 0, 0, 5, 58, 184, 249, 249, 186, 58, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 26, 136, 232, 212, 87, 9, 0, 3, 28, 118, 222, 251, 251, 215, 96, 14, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 10, 78, 192, 222, 126, 29, 6, 26, 102, 199, 239, 222, 228, 235, 161, 59, 15, 6, 2, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 26, 123, 221, 198, 101, 51, 105, 198, 238, 200, 126, 152, 223, 225, 161, 102, 72, 43, 35, 26, 9, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 7, 70, 188, 234, 194, 165, 208, 238, 210, 115, 35, 56, 137, 205, 230, 220, 198, 170, 159, 129, 63, 12, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 23, 104, 204, 239, 240, 241, 206, 117, 39, 5, 8, 35, 104, 187, 216, 216, 211, 202, 161, 88, 18, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 34, 122, 200, 215, 180, 116, 35, 5, 0, 0, 3, 23, 67, 89, 91, 91, 84, 54, 24, 5, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 5, 33, 86, 98, 56, 25, 5, 0, 0, 0, 0, 2, 6, 9, 9, 9, 8, 4, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 12, 13, 5, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0])
-        #x
-        w[1]=numpy.asarray([0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 10, 26, 34, 25, 7, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 10, 34, 80, 136, 158, 126, 45, 5, 0, 1, 4, 8, 8, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 8, 33, 81, 143, 197, 227, 238, 215, 110, 20, 8, 27, 55, 83, 76, 31, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 9, 55, 137, 198, 218, 199, 174, 196, 232, 175, 69, 65, 131, 177, 198, 156, 55, 5, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 43, 146, 219, 215, 156, 83, 51, 114, 222, 226, 170, 180, 220, 209, 160, 92, 23, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 5, 58, 164, 184, 116, 49, 12, 13, 95, 221, 249, 239, 223, 181, 119, 49, 16, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 20, 64, 65, 25, 5, 6, 37, 129, 230, 252, 231, 155, 66, 25, 6, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 6, 6, 2, 8, 43, 126, 208, 248, 249, 188, 68, 11, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 18, 62, 141, 214, 245, 250, 246, 173, 46, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 23, 95, 175, 228, 235, 206, 196, 228, 198, 76, 9, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 12, 79, 190, 240, 233, 176, 92, 77, 162, 214, 135, 39, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 7, 55, 159, 232, 227, 159, 74, 18, 17, 103, 218, 204, 90, 11, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 21, 116, 209, 204, 138, 56, 12, 1, 9, 92, 219, 235, 137, 26, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 14, 81, 137, 96, 35, 8, 1, 0, 9, 89, 217, 243, 160, 34, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 15, 27, 16, 3, 0, 0, 0, 6, 67, 185, 222, 144, 31, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 2, 23, 90, 122, 68, 13, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 15, 22, 9, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0])
-        #d
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-        #n
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-        #l
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-        #o
-        w[11]=numpy.asarray([0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 11, 13, 16, 22, 12, 8, 4, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 24, 69, 77, 88, 122, 101, 84, 51, 15, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 11, 69, 149, 136, 152, 218, 222, 211, 166, 79, 20, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 4, 48, 145, 177, 127, 171, 218, 236, 246, 236, 180, 88, 16, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 22, 110, 206, 173, 110, 128, 115, 141, 192, 239, 238, 162, 49, 6, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 13, 73, 166, 229, 202, 96, 44, 22, 31, 89, 192, 242, 217, 125, 31, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 38, 136, 171, 204, 184, 68, 9, 1, 2, 24, 105, 210, 245, 195, 70, 6, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 6, 71, 188, 208, 203, 122, 26, 2, 0, 0, 4, 45, 170, 245, 218, 90, 9, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 11, 97, 219, 246, 209, 86, 9, 0, 0, 0, 1, 29, 145, 238, 220, 94, 10, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 16, 112, 226, 236, 166, 51, 4, 0, 0, 0, 1, 20, 122, 230, 228, 117, 18, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 12, 99, 217, 193, 84, 16, 1, 0, 0, 0, 0, 12, 99, 222, 241, 154, 32, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 9, 92, 212, 173, 48, 4, 0, 0, 0, 0, 0, 9, 92, 220, 245, 163, 35, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 9, 91, 216, 199, 74, 7, 0, 0, 0, 0, 0, 13, 102, 223, 245, 163, 35, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 9, 90, 217, 226, 118, 21, 1, 0, 0, 0, 3, 36, 146, 237, 240, 152, 31, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 6, 70, 196, 240, 178, 71, 21, 9, 5, 6, 27, 105, 207, 244, 204, 96, 16, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 32, 134, 218, 228, 178, 119, 87, 62, 64, 112, 198, 237, 205, 122, 33, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 7, 48, 132, 218, 240, 228, 213, 190, 190, 216, 243, 210, 109, 34, 5, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 7, 48, 134, 200, 235, 248, 249, 250, 251, 244, 171, 46, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 7, 33, 81, 144, 201, 235, 245, 237, 206, 136, 30, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 10, 34, 80, 136, 160, 148, 98, 55, 12, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 10, 26, 34, 31, 16, 6, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0])
+        self.longueur=len(w)
         self.d=(w/255).astype('float')
         
         
@@ -92,7 +71,7 @@
         self.x_arrivee=int(numpy.abs(numpy.random.normal(0,2))) #Complexity n'entre pas en jeu, pas besoin
         self.y_arrivee=int(numpy.random.normal(0,3)) 
         
-        self.rajout=numpy.random.randint(0,12)  #les bouts de quelle lettre
+        self.rajout=numpy.random.randint(0,self.longueur)  #les bouts de quelle lettre
         
         self.endroit=numpy.random.randint(-1,2) 
         #####Revoir si ces trois dernieres variables sont determinees ici !
@@ -139,17 +118,19 @@
     return (w/255.0).astype('float')
 
 def _test(complexite):
-    img=_load_image()
+    
     transfo = Occlusion()
-    pylab.imshow(img.reshape((32,32)))
-    pylab.show()
-    print transfo.get_settings_names()
-    print transfo.regenerate_parameters(complexite)
-    
-    img_trans=transfo.transform_image(img.reshape((32,32)))
-    
-    pylab.imshow(img_trans.reshape((32,32)))
-    pylab.show()
+    for i in xrange(0,20):
+        img = _load_image()
+        pylab.imshow(img.reshape((32,32)))
+        pylab.show()
+        print transfo.get_settings_names()
+        print transfo.regenerate_parameters(complexite)
+        
+        img_trans=transfo.transform_image(img.reshape((32,32)))
+        
+        pylab.imshow(img_trans.reshape((32,32)))
+        pylab.show()
     
 
 if __name__ == '__main__':