From 389f3aa50fde290f17160cb6ed9ee9aaf4ccd4a8 Mon Sep 17 00:00:00 2001 From: Joshua <8Joshua@web.de> Date: Tue, 15 May 2018 20:30:08 +0200 Subject: [PATCH] =?UTF-8?q?Code=20f=C3=BCr=20SSIM=20Hinzugef=C3=BCgt?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- assignments/04_assignment.ipynb | 98 ++++++++++++++++++++++++--------- 1 file changed, 72 insertions(+), 26 deletions(-) diff --git a/assignments/04_assignment.ipynb b/assignments/04_assignment.ipynb index d544a90..1b03eda 100644 --- a/assignments/04_assignment.ipynb +++ b/assignments/04_assignment.ipynb @@ -17,7 +17,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 1, "metadata": {}, "outputs": [], "source": [ @@ -27,7 +27,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 5, "metadata": {}, "outputs": [], "source": [ @@ -63,13 +63,34 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'C:\\\\Users\\\\ksx'" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "%pwd" + ] + }, + { + "cell_type": "code", + "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "# Load the pictures here\n", + "\n", "sample_images = []\n", - "direc = 'misc/' # directory of the sample pictures relatively to your notebook\n", + "direc = r'D:\\Profile\\ksx\\Eigene Dateien\\FU\\Bildverarbeitung\\BildverarbeitungSS18\\misc\\\\' # directory of the sample pictures relatively to your notebook\n", "for number in [1,3,5,6]:\n", " sample_images.append(\n", " np.array(Image.open(direc+'4.2.0'+str(number)+'.tiff'))\n", @@ -82,7 +103,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 9, "metadata": { "collapsed": true }, @@ -93,15 +114,15 @@ "" ] }, - "execution_count": 17, + "execution_count": 9, "metadata": {}, "output_type": "execute_result" }, { "data": { - 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+ "image/png": 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"text/plain": [ - "" + "" ] }, "metadata": {}, @@ -180,7 +201,7 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 10, "metadata": {}, "outputs": [], "source": [ @@ -201,7 +222,7 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 11, "metadata": {}, "outputs": [ { @@ -210,7 +231,7 @@ "3" ] }, - "execution_count": 24, + "execution_count": 11, "metadata": {}, "output_type": "execute_result" } @@ -222,7 +243,7 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 12, "metadata": {}, "outputs": [], "source": [ @@ -233,21 +254,21 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": 65, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "0\n" + "0\ndurschnitt_x 181.881109873\ndurschnitt_y 181.806442261\nkov_xy: 5656.72905939\nkov_x: 5809.07731206\nkov_y: 5915.75690705\nergbnis: 0.000164586856149\n\ndurschnitt_x 181.881109873\ndurschnitt_y 181.806442261\nkov_xy: 5656.72905939\nkov_x: 5809.07731206\nkov_y: 5915.75690705\nergbnis: 0.000164586856149\n\ndurschnitt_x 181.881109873\ndurschnitt_y 181.806442261\nkov_xy: 5656.72905939\nkov_x: 5809.07731206\nkov_y: 5915.75690705\nergbnis: 0.000164586856149\n\n" ] }, { "data": { - "image/png": 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"text/plain": [ - "" + "" ] }, "metadata": {}, @@ -257,14 +278,14 @@ "name": "stdout", "output_type": "stream", "text": [ - "1\n" + "1\ndurschnitt_x 123.40128835\ndurschnitt_y 123.380994161\nkov_xy: 13516.772898\nkov_x: 13894.4527932\nkov_y: 13872.4198541\nergbnis: 7.01272525087e-05\n\ndurschnitt_x 123.40128835\ndurschnitt_y 123.380994161\nkov_xy: 13516.772898\nkov_x: 13894.4527932\nkov_y: 13872.4198541\nergbnis: 7.01272525087e-05\n\ndurschnitt_x 123.40128835\ndurschnitt_y 123.380994161\nkov_xy: 13516.772898\nkov_x: 13894.4527932\nkov_y: 13872.4198541\nergbnis: 7.01272525087e-05\n\n" ] }, { "data": { - "image/png": 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\n", 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\n", 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"text/plain": [ - "" + "" ] }, "metadata": {}, @@ -289,11 +310,36 @@ } ], "source": [ - "def ssim(img, filtered_img):\n", + "def kov(x_img, y_img, x_durschnitt, y_durschnitt):\n", + " \n", + " summe = np.multiply(np.subtract(x_img, x_durschnitt), np.subtract(y_img, y_durschnitt))\n", + " #print(summe)\n", + " return np.sum(summe) / (len(img) * len(img[0]))\n", + "\n", + "def ssim(x, y):\n", " \"\"\"The SSIM similarity measure. Use the parameters from the paper \n", " as on the second to last slide from the lecture\"\"\"\n", " # your code\n", - " return random.randint(0, 10)\n", + " #print(img.shape)\n", + " #durschnitt_img = [np.average(img[:,:,0]), np.average(img[:,:,1]), np.average(img[:,:,2])]\n", + " #durschnitt_filtered_img = [np.average(filtered_img[:,:,0]), np.average(filtered_img[:,:,1]), np.average(filtered_img[:,:,2])]\n", + " durschnitt_x = np.average(x)\n", + " durschnitt_y = np.average(y)\n", + " print('durschnitt_x' , str(durschnitt_x))\n", + " print('durschnitt_y' , str(durschnitt_y))\n", + " kov_xy = kov(x, y, durschnitt_x, durschnitt_y)\n", + " kov_x = kov(x, x, durschnitt_x, durschnitt_x)\n", + " kov_y = kov(y, y, durschnitt_y, durschnitt_y)\n", + " print('kov_xy:',str(kov_xy))\n", + " print('kov_x:',str(kov_x))\n", + " print('kov_y:',str(kov_y))\n", + " c1=0.4\n", + " c2=0.5\n", + " ergbnis= ((2*durschnitt_x*durschnitt_y+c1)*(2*kov_xy + c2))/((durschnitt_x*durschnitt_x+durschnitt_y*durschnitt_y+c1)*(kov_x*kov_x+kov_y*kov_y+c2))\n", + " print('ergbnis:',str(ergbnis))\n", + " print()\n", + " return ergbnis\n", + " #return random.randint(0, 10)\n", "\n", "for i, img in enumerate(images_for_jpeg):\n", " print(i)\n", @@ -322,7 +368,7 @@ "language_info": { "codemirror_mode": { "name": "ipython", - "version": 3.0 + "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", @@ -334,4 +380,4 @@ }, "nbformat": 4, "nbformat_minor": 0 -} \ No newline at end of file +}