diff --git a/code/bmp.py b/code/bmp.py index e989a9c..136aad8 100644 --- a/code/bmp.py +++ b/code/bmp.py @@ -6,472 +6,28 @@ # classes from BMPFile import * from Noise import * +from tests import * + import random import sys import time -class Timer: - def __init__(self): - self.timer = time.time(); - - def reset(self): - self.timer = time.time(); - - def get(self): - return float(int(100*(time.time()-self.timer)))/100 - -def testFileIntegrity(): - - t = Timer(); - total = Timer(); total.reset(); - - - # lecture du fichier - print "Reading Image -",; t.reset(); - with open( sys.argv[1] ) as file: - binFile = file.read() - print "Done in %s s" % (t.get()) - - - img = BMPFile(); # Instanciation du BMPFile - - - # Parsing - print "Parsing file -",; t.reset(); - img.parse( binFile ); - print "Done in %s s" % (t.get()) - - img.header.info(); - - - - - - # Unparsing - print "Unparsing file -",; t.reset(); - img.unparse(); - print "Done in %s s" % (t.get()) - - # Writing - print "Writing file -",; t.reset(); - img.write( sys.argv[2] ) - print "Done in %s s" % (t.get()) - - # lecture du fichier - print "Reading Image -",; t.reset(); - with open( sys.argv[2] ) as file: - binFile = file.read() - print "Done in %s s" % (t.get()) - - # Parsing - print "Parsing file -",; t.reset(); - img.parse( binFile ); - print "Done in %s s" % (t.get()) - - img.header.info(); - - - - - -def testSaltAndPepper(): - - t = Timer(); - total = Timer(); total.reset(); - - - # lecture du fichier - print "Reading Image -",; t.reset(); - with open( sys.argv[1] ) as file: - binFile = file.read() - print "Done in %s s" % (t.get()) - - - img = BMPFile(); # Instanciation du BMPFile - noise = Noise(); # Instanciation du NoiseObject - - - # Parsing - print "Parsing file -",; t.reset(); - img.parse( binFile ); - print "Done in %s s" % (t.get()) - - - - print "Creating Salt&Pepper -",; t.reset(); - noise.SaltAndPepper_set(img.content.map, seuil=10) - print "Done in %s s" % (t.get()) - - # Unparsing - print "Unparsing file -",; t.reset(); - img.unparse() - print "Done in %s s" % (t.get()) - - # image to stdout - print "Writing file -",; t.reset(); - img.write( "SaltAndPepper.bmp" ) - print "Done in %s s" % (t.get()) - - - - - print "Removing Salt&Pepper -",; t.reset(); - noise.SaltAndPepper_unset(img.content.map) - print "Done in %s s" % (t.get()) - - # Unparsing - print "Unparsing file -",; t.reset(); - img.unparse() - print "Done in %s s" % (t.get()) - - # image to stdout - print "Writing file -",; t.reset(); - img.write( sys.argv[2] ) - print "Done in %s s" % (t.get()) - - print "\nExecution Time: %s seconds" % total.get() - - - - - - - - -def testAdditiveNoise(): - - t = Timer(); - total = Timer(); total.reset(); - - - # lecture du fichier - print "Reading Image -",; t.reset(); - with open( sys.argv[1] ) as file: - binFile = file.read() - print "Done in %s s" % (t.get()) - - - img = BMPFile(); # Instanciation du BMPFile - noise = Noise(); # Instanciation du NoiseObject - - - # Parsing - print "Parsing file -",; t.reset(); - img.parse( binFile ); - print "Done in %s s" % (t.get()) - - - - print "Creating Additive -",; t.reset(); - noise.AdditiveNoise_set(img.content.map, seuil=50) - print "Done in %s s" % (t.get()) - - # Unparsing - print "Unparsing file -",; t.reset(); - img.unparse() - print "Done in %s s" % (t.get()) - - # image to stdout - print "Writing file -",; t.reset(); - img.write( "AdditiveNoise.bmp" ) - print "Done in %s s" % (t.get()) - - - - - print "Removing Additive -",; t.reset(); - noise.AdditiveNoise_unset(img.content.map) - print "Done in %s s" % (t.get()) - - # Unparsing - print "Unparsing file -",; t.reset(); - img.unparse() - print "Done in %s s" % (t.get()) - - # image to stdout - print "Writing file -",; t.reset(); - img.write( sys.argv[2] ) - print "Done in %s s" % (t.get()) - - print "\nExecution Time: %s seconds" % total.get() - - - - - -def printIntPalette(): - img = BMPFile(); - - # lecture du fichier - with open( sys.argv[1] ) as file: - binFile = file.read() - - img.parse(binFile); - - print img.intPalette; - - - - -def testManualCreation(): - img = BMPFile() - for y in range(0, 100): - img.content.map.append( [] ) - for x in range(0, 100): - img.content.map[y].append( RGBPixel( - random.randint(0, 255), - random.randint(0, 255), - random.randint(0, 255), - bpp=24 - ) ); - - img.unparse(); - - print img.binData - - - - - - - -if len(sys.argv) < 3: - print "Require 2 args : \n* input image\n* output image" - exit() - - - -def printImageQuality(): - t = Timer(); - total = Timer(); total.reset(); - imageFile, modelFile = "", "" - - - # lecture des fichiers - print "Reading files -",; t.reset(); - with open( sys.argv[1] ) as f: - imageFile = f.read(); - with open( sys.argv[2] ) as f: - modelFile = f.read(); - print "Done in %s s" % (t.get()) - - # parsage - print "Parsing images -",; t.reset(); - image = BMPFile(); image.parse( imageFile ); - model = BMPFile(); model.parse( modelFile ); - print "Done in %s s" % (t.get()) - - # condition - imagePixelCount = image.header.width * image.header.height - modelPixelCount = model.header.width * model.header.height - - if imagePixelCount != modelPixelCount: - print "*** Taille de matrices différentes" - exit() - - - # comparaison - print "Comparaison -",; t.reset(); - count, totalCount = [0,0,0], imagePixelCount*256*3 - for y in range(0, image.header.height): - for x in range(0, image.header.width): - count[0] += abs( image.content.map[y][x].r - model.content.map[y][x].r ) - count[1] += abs( image.content.map[y][x].g - model.content.map[y][x].g ) - count[2] += abs( image.content.map[y][x].b - model.content.map[y][x].b ) - - differenceCount = count[0] + count[1] + count[2] - percentage = 100.0 * (totalCount-differenceCount) / totalCount - percentage = int(100*percentage)/100.0 - print "Done in %s s" % (t.get()) - print - print "Qualité = %s %s" % (percentage, "%") - print "Différence = %s %s" % (100-percentage, "%") - - print "\nExecution Time: %s seconds" % total.get() - - - -def imageForImageQuality(): - t = Timer(); - total = Timer(); total.reset(); - imageFile, modelFile = "", "" - image, model, newImg = BMPFile(), BMPFile(), BMPFile() - - - # lecture des fichiers - print "Reading files -",; t.reset(); - with open( sys.argv[1] ) as f: - imageFile = f.read(); - with open( sys.argv[2] ) as f: - modelFile = f.read(); - print "Done in %s s" % (t.get()) - - # parsage - print "Parsing images -",; t.reset(); - image.parse( imageFile ); - model.parse( modelFile ); - print "Done in %s s" % (t.get()) - - # condition - imagePixelCount = image.header.width * image.header.height - modelPixelCount = model.header.width * model.header.height - - if imagePixelCount != modelPixelCount: - print "*** Taille de images différentes" - exit() - - - # comparaison - print "Comparaison -",; t.reset(); - count, totalCount = [0,0,0], imagePixelCount*256*3 - for y in range(0, image.header.height): - newImg.content.map.append( [] ); - for x in range(0, image.header.width): - newImg.content.map[y].append( RGBPixel( - 255 - abs( image.content.map[y][x].r - model.content.map[y][x].r ), - 255 - abs( image.content.map[y][x].g - model.content.map[y][x].g ), - 255 - abs( image.content.map[y][x].b - model.content.map[y][x].b ) - ) ) - - - print "Unparsing -",; t.reset(); - newImg.unparse(); - print "Done in %s s" % (t.get()) - - print "Writing File -",; t.reset(); - with open("compare.bmp", "w") as f: - f.write( newImg.binData ); - print "Done in %s s" % (t.get()) - - - print "\nExecution Time: %s seconds" % total.get() - - - - - - - -def mergeImages(): - t = Timer(); - total = Timer(); total.reset(); - imageFile, modelFile = "", "" - image, model, newImg = BMPFile(), BMPFile(), BMPFile() - - - # lecture des fichiers - print "Reading files -",; t.reset(); - with open( sys.argv[1] ) as f: - imageFile = f.read(); - with open( sys.argv[2] ) as f: - modelFile = f.read(); - print "Done in %s s" % (t.get()) - - # parsage - print "Parsing images -",; t.reset(); - image.parse( imageFile ); - model.parse( modelFile ); - print "Done in %s s" % (t.get()) - - - # condition - imagePixelCount = image.header.width * image.header.height - modelPixelCount = model.header.width * model.header.height - - if imagePixelCount != modelPixelCount: - print "*** Taille de images différentes" - exit() - - - # comparaison - print "Merging -",; t.reset(); - for y in range(0, image.header.height): - newImg.content.map.append( [] ); - for x in range(0, image.header.width): - newImg.content.map[y].append( RGBPixel( - ( image.content.map[y][x].r + model.content.map[y][x].r ) % 256, - ( image.content.map[y][x].g + model.content.map[y][x].g ) % 256, - ( image.content.map[y][x].b + model.content.map[y][x].b ) % 256 - ) ) - - print "Done in %s s" % (t.get()) - - print "Unparsing -",; t.reset(); - newImg.unparse(newBpp=24); - print "Done in %s s" % (t.get()) - - print "Writing File -",; t.reset(); - with open("merge.bmp", "w") as f: - f.write( newImg.binData ); - print "Done in %s s" % (t.get()) - - - print "\nExecution Time: %s seconds" % total.get() ############ TESTS ############ -# testManualCreation() -testSaltAndPepper() -# testAdditiveNoise() -# testFileIntegrity() -# printIntPalette() -printImageQuality() - -# imageForImageQuality() -# mergeImages() - - - - - - - - - - - - - - - - - -# dure environ 4min 13s -def calSaltAndPepper(): - - t = Timer(); - total = Timer(); total.reset(); - - - # lecture du fichier - print "Reading Image -",; t.reset(); - with open( sys.argv[1] ) as file: - binFile = file.read() - print "Done in %s s" % (t.get()) - - - img = BMPFile(); # Instanciation du BMPFile - noise = Noise(); # Instanciation du NoiseObject - - - for seuil in range(0,100,10): - for borne in range(0,30,10): - - img.parse( binFile ); - - print "SaltAndPepper (%s) (%s) -" % (seuil, borne),; t.reset(); - noise.SaltAndPepper_unset(img.content.map, seuil=seuil, borne=borne) - img.unparse(newBpp=8) - img.write( "SaltAndPepper/%s_%s.bmp" % (seuil, borne) ) - print "Done in %s s" % (t.get()) - - - print "\nExecution Time: %s seconds" % total.get() - +# testManualCreation() # teste la création d'un fichier à partir d'une matrice uniquement +# testFileIntegrity() # teste le PARSE/UNPARSE +# printIntPalette() # affiche la palette d'une image +# testSaltAndPepper() # teste le bruitage/débruitage de type "Sel & Poivre" +# testAdditiveNoise() # teste le bruitage/débruitage de type "Additif" +printImageQuality() # compare 2 images et donne le pourcentage de ressemblance/différence +# imageForImageQuality() # crée une image correspondant aux différences de 2 images +# mergeImages() # crée une image étant la fusion (addition) de 2 images ############ CALIBRATE ############ -#calSaltAndPepper() \ No newline at end of file + +# calSaltAndPepper() # Calibration en créant des fichiers pour les paramètres différents de débruitage dans le dossier /SaltAndPepper (sert à comparer) \ No newline at end of file diff --git a/code/tests.py b/code/tests.py new file mode 100644 index 0000000..3d87118 --- /dev/null +++ b/code/tests.py @@ -0,0 +1,579 @@ +# ~*~ encoding: utf-8 ~*~ # +########################### +# TRAITEMENT D'IMAGES # +########################### + +# classes +from BMPFile import * +from Noise import * +from tests import * + +import random +import sys +import time + + +# arrêt si moins de 2 arguments +if len(sys.argv) < 3: + print "Require 2 args : \n* input image\n* output image" + exit() + + + + + + +# Chronomètre de traitement +############################## +# +# Permet la calcul de durée des différentes tâches +# +class Timer: + # crée et remet à zéro le chrono + def __init__(self): + self.timer = time.time(); + + # remise à zéro du chrono + def reset(self): + self.timer = time.time(); + + # affiche la valeur du chrono + def get(self): + return float(int(100*(time.time()-self.timer)))/100 + + + + + + +# teste les fonctions PARSE et UNPARSE +########################################################## +# @sysarg 1 l'image de base +# @sysarg 2 l'image de sortie +# +# @history +# Parse l'image de base [affiche les infos du header] +# Unparse à partir de la matrice de pixels récupérée dans l'image de sortie +# Relis l'image crée pour vérifier que les infos sont identiques [affiche les infos du header] +# +def testFileIntegrity(): + + t = Timer(); + total = Timer(); total.reset(); + + + # lecture du fichier + print "Reading Image -",; t.reset(); + with open( sys.argv[1] ) as file: + binFile = file.read() + print "Done in %s s" % (t.get()) + + + img = BMPFile(); # Instanciation du BMPFile + + + # Parsing + print "Parsing file -",; t.reset(); + img.parse( binFile ); + print "Done in %s s" % (t.get()) + + img.header.info(); + + + + + + # Unparsing + print "Unparsing file -",; t.reset(); + img.unparse(); + print "Done in %s s" % (t.get()) + + # Writing + print "Writing file -",; t.reset(); + img.write( sys.argv[2] ) + print "Done in %s s" % (t.get()) + + # lecture du fichier + print "Reading Image -",; t.reset(); + with open( sys.argv[2] ) as file: + binFile = file.read() + print "Done in %s s" % (t.get()) + + # Parsing + print "Parsing file -",; t.reset(); + img.parse( binFile ); + print "Done in %s s" % (t.get()) + + img.header.info(); + + + + + + +# teste les fonction de bruitage et débruitage de type "Poivre et Sel" # +######################################################################## +# @sysarg 1 le fichier d'origine +# @stsarg 2 le fichier de sortie (bruité PUIS débruité) +# +# @file SaltAndPepper.bmp le fichier bruité +# +# @history +# Parse le fichier d'origine +# Bruite l'image' et l'enregistre dans "SaltAndPepper.bmp" +# Débruite l'image et l'enregistre dans le fichier de sortie +def testSaltAndPepper(): + + t = Timer(); + total = Timer(); total.reset(); + + + # lecture du fichier + print "Reading Image -",; t.reset(); + with open( sys.argv[1] ) as file: + binFile = file.read() + print "Done in %s s" % (t.get()) + + + img = BMPFile(); # Instanciation du BMPFile + noise = Noise(); # Instanciation du NoiseObject + + + # Parsing + print "Parsing file -",; t.reset(); + img.parse( binFile ); + print "Done in %s s" % (t.get()) + + + + print "Creating Salt&Pepper -",; t.reset(); + noise.SaltAndPepper_set(img.content.map, seuil=10) + print "Done in %s s" % (t.get()) + + # Unparsing + print "Unparsing file -",; t.reset(); + img.unparse() + print "Done in %s s" % (t.get()) + + # image to stdout + print "Writing file -",; t.reset(); + img.write( "SaltAndPepper.bmp" ) + print "Done in %s s" % (t.get()) + + + + + print "Removing Salt&Pepper -",; t.reset(); + noise.SaltAndPepper_unset(img.content.map) + print "Done in %s s" % (t.get()) + + # Unparsing + print "Unparsing file -",; t.reset(); + img.unparse() + print "Done in %s s" % (t.get()) + + # image to stdout + print "Writing file -",; t.reset(); + img.write( sys.argv[2] ) + print "Done in %s s" % (t.get()) + + print "\nExecution Time: %s seconds" % total.get() + + + + + + + +# teste les fonction de bruitage et débruitage de type "Additif" # +######################################################################## +# @sysarg 1 le fichier d'origine +# @stsarg 2 le fichier de sortie (bruité PUIS débruité) +# +# @file SaltAndPepper.bmp le fichier bruité +# +# @history +# Parse le fichier d'origine +# Bruite l'image' et l'enregistre dans "AdditiveNoise.bmp" +# Débruite l'image et l'enregistre dans le fichier de sortie +def testAdditiveNoise(): + + t = Timer(); + total = Timer(); total.reset(); + + + # lecture du fichier + print "Reading Image -",; t.reset(); + with open( sys.argv[1] ) as file: + binFile = file.read() + print "Done in %s s" % (t.get()) + + + img = BMPFile(); # Instanciation du BMPFile + noise = Noise(); # Instanciation du NoiseObject + + + # Parsing + print "Parsing file -",; t.reset(); + img.parse( binFile ); + print "Done in %s s" % (t.get()) + + + + print "Creating Additive -",; t.reset(); + noise.AdditiveNoise_set(img.content.map, seuil=50) + print "Done in %s s" % (t.get()) + + # Unparsing + print "Unparsing file -",; t.reset(); + img.unparse() + print "Done in %s s" % (t.get()) + + # image to stdout + print "Writing file -",; t.reset(); + img.write( "AdditiveNoise.bmp" ) + print "Done in %s s" % (t.get()) + + + + + print "Removing Additive -",; t.reset(); + noise.AdditiveNoise_unset(img.content.map) + print "Done in %s s" % (t.get()) + + # Unparsing + print "Unparsing file -",; t.reset(); + img.unparse() + print "Done in %s s" % (t.get()) + + # image to stdout + print "Writing file -",; t.reset(); + img.write( sys.argv[2] ) + print "Done in %s s" % (t.get()) + + print "\nExecution Time: %s seconds" % total.get() + + + + + + + + + + + +# teste la création d'image manuelle (UNPARSE) à partir d'une matrice uniquement # +################################################################################## +# @sysarg 1 le fichier de sortie +# @stsarg 2 / +# +# @history +# Unparse une matrice de pixels aléatoire de taille 100x100 +# L'enregistre dans le fichier de sortie +def testManualCreation(): + img = BMPFile() + for y in range(0, 100): + img.content.map.append( [] ) + for x in range(0, 100): + img.content.map[y].append( RGBPixel( + random.randint(0, 255), + random.randint(0, 255), + random.randint(0, 255), + bpp=24 + ) ); + + img.unparse(); + + img.write( sys.argv[1] ) + # print img.binData + + + + +# Affiche la palette afin de savoir si elle est connue ou nouvelle # +#################################################################### +# @sysarg 1 le fichier d'entrée +# @stsarg 2 / +# +# @history +# Affiche la palette au format [] +def printIntPalette(): + img = BMPFile(); + + # lecture du fichier + with open( sys.argv[1] ) as file: + binFile = file.read() + + img.parse(binFile); + + print img.intPalette; + + + + + + + + + + + + + + + +# Affiche un pourcentage de différence entre 2 images # +####################################################### +# @sysarg 1 le fichier A +# @stsarg 2 le fichier B +# +# @history +# Parse A et B +# Compare A et B +# Affiche le pourcentage de ressemblance/différence +def printImageQuality(): + t = Timer(); + total = Timer(); total.reset(); + imageFile, modelFile = "", "" + + + # lecture des fichiers + print "Reading files -",; t.reset(); + with open( sys.argv[1] ) as f: + imageFile = f.read(); + with open( sys.argv[2] ) as f: + modelFile = f.read(); + print "Done in %s s" % (t.get()) + + # parsage + print "Parsing images -",; t.reset(); + image = BMPFile(); image.parse( imageFile ); + model = BMPFile(); model.parse( modelFile ); + print "Done in %s s" % (t.get()) + + # condition + imagePixelCount = image.header.width * image.header.height + modelPixelCount = model.header.width * model.header.height + + if imagePixelCount != modelPixelCount: + print "*** Taille de matrices différentes" + exit() + + + # comparaison + print "Comparaison -",; t.reset(); + count, totalCount = [0,0,0], imagePixelCount*256*3 + for y in range(0, image.header.height): + for x in range(0, image.header.width): + count[0] += abs( image.content.map[y][x].r - model.content.map[y][x].r ) + count[1] += abs( image.content.map[y][x].g - model.content.map[y][x].g ) + count[2] += abs( image.content.map[y][x].b - model.content.map[y][x].b ) + + differenceCount = count[0] + count[1] + count[2] + percentage = 100.0 * (totalCount-differenceCount) / totalCount + percentage = int(100*percentage)/100.0 + print "Done in %s s" % (t.get()) + print + print "Qualité = %s %s" % (percentage, "%") + print "Différence = %s %s" % (100-percentage, "%") + + print "\nExecution Time: %s seconds" % total.get() + + + + +# Créé une image contenant la différence entre 2 images existantes # +#################################################################### +# @sysarg 1 le fichier A +# @stsarg 2 le fichier B +# +# @file compare.bmp le fichier bruité +# +# @history +# Parse A et B +# Créer une matrice de pixels +# Unparse cette matrice et l'enregistre dans le fichier "compare.bmp" +def imageForImageQuality(): + t = Timer(); + total = Timer(); total.reset(); + imageFile, modelFile = "", "" + image, model, newImg = BMPFile(), BMPFile(), BMPFile() + + + # lecture des fichiers + print "Reading files -",; t.reset(); + with open( sys.argv[1] ) as f: + imageFile = f.read(); + with open( sys.argv[2] ) as f: + modelFile = f.read(); + print "Done in %s s" % (t.get()) + + # parsage + print "Parsing images -",; t.reset(); + image.parse( imageFile ); + model.parse( modelFile ); + print "Done in %s s" % (t.get()) + + # condition + imagePixelCount = image.header.width * image.header.height + modelPixelCount = model.header.width * model.header.height + + if imagePixelCount != modelPixelCount: + print "*** Taille de images différentes" + exit() + + + # comparaison + print "Comparaison -",; t.reset(); + count, totalCount = [0,0,0], imagePixelCount*256*3 + for y in range(0, image.header.height): + newImg.content.map.append( [] ); + for x in range(0, image.header.width): + newImg.content.map[y].append( RGBPixel( + 255 - abs( image.content.map[y][x].r - model.content.map[y][x].r ), + 255 - abs( image.content.map[y][x].g - model.content.map[y][x].g ), + 255 - abs( image.content.map[y][x].b - model.content.map[y][x].b ) + ) ) + + + print "Unparsing -",; t.reset(); + newImg.unparse(); + print "Done in %s s" % (t.get()) + + print "Writing File -",; t.reset(); + with open("compare.bmp", "w") as f: + f.write( newImg.binData ); + print "Done in %s s" % (t.get()) + + + print "\nExecution Time: %s seconds" % total.get() + + + + + + +# Fusionne 2 images (addition uniquement) # +########################################### +# @sysarg 1 le fichier A +# @stsarg 2 le fichier B +# +# @file merge.bmp le fichier bruité +# +# @history +# Parse les fichiers A et B +# Créer la matrice de pixels à partir de l'addition de A et B +# Unparse le tout et l'enregistre dans merge.bmp +def mergeImages(): + t = Timer(); + total = Timer(); total.reset(); + imageFile, modelFile = "", "" + image, model, newImg = BMPFile(), BMPFile(), BMPFile() + + + # lecture des fichiers + print "Reading files -",; t.reset(); + with open( sys.argv[1] ) as f: + imageFile = f.read(); + with open( sys.argv[2] ) as f: + modelFile = f.read(); + print "Done in %s s" % (t.get()) + + # parsage + print "Parsing images -",; t.reset(); + image.parse( imageFile ); + model.parse( modelFile ); + print "Done in %s s" % (t.get()) + + + # condition + imagePixelCount = image.header.width * image.header.height + modelPixelCount = model.header.width * model.header.height + + if imagePixelCount != modelPixelCount: + print "*** Taille de images différentes" + exit() + + + # comparaison + print "Merging -",; t.reset(); + for y in range(0, image.header.height): + newImg.content.map.append( [] ); + for x in range(0, image.header.width): + newImg.content.map[y].append( RGBPixel( + ( image.content.map[y][x].r + model.content.map[y][x].r ) % 256, + ( image.content.map[y][x].g + model.content.map[y][x].g ) % 256, + ( image.content.map[y][x].b + model.content.map[y][x].b ) % 256 + ) ) + + print "Done in %s s" % (t.get()) + + print "Unparsing -",; t.reset(); + newImg.unparse(newBpp=24); + print "Done in %s s" % (t.get()) + + print "Writing File -",; t.reset(); + with open("merge.bmp", "w") as f: + f.write( newImg.binData ); + print "Done in %s s" % (t.get()) + + + print "\nExecution Time: %s seconds" % total.get() + + + + + + + + + + + + + + + + + + + + +# dure environ 4min 13s +def calSaltAndPepper(): + + t = Timer(); + total = Timer(); total.reset(); + + + # lecture du fichier + print "Reading Image -",; t.reset(); + with open( sys.argv[1] ) as file: + binFile = file.read() + print "Done in %s s" % (t.get()) + + + img = BMPFile(); # Instanciation du BMPFile + noise = Noise(); # Instanciation du NoiseObject + + + for seuil in range(0,100,10): + for borne in range(0,30,10): + + img.parse( binFile ); + + print "SaltAndPepper (%s) (%s) -" % (seuil, borne),; t.reset(); + noise.SaltAndPepper_unset(img.content.map, seuil=seuil, borne=borne) + img.unparse(newBpp=8) + img.write( "SaltAndPepper/%s_%s.bmp" % (seuil, borne) ) + print "Done in %s s" % (t.get()) + + + print "\nExecution Time: %s seconds" % total.get() + + + + + +