{ "cells": [ { "cell_type": "markdown", "metadata": { "colab_type": "text", "id": "view-in-github" }, "source": [ "\"Open" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 368 }, "colab_type": "code", "id": "X_OMCExtZ1pJ", "outputId": "e87df461-fde1-41b1-8dff-d8e478f1afa4" }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "from skimage.io import imread\n", "import matplotlib.pyplot as plt\n", "from skimage.color import rgb2gray\n", "\n", "#get image and convert it to grayscale\n", "sample1 = 'https://cdn.instructables.com/F92/1G4I/IJX58MRB/F921G4IIJX58MRB.LARGE.jpg?auto=webp&width=350'\n", "sample2 = \"https://cdn.instructables.com/F92/1G4I/IJX58MRB/F921G4IIJX58MRB.LARGE.jpg\"\n", "sample3 = \"https://docparser.com/blog/wp-content/uploads/2017/11/ocr-accuracy-1-1024x285.png\"\n", "sample4 = \"https://i.stack.imgur.com/sxRq9.jpg\"\n", "sample5 = \"https://media-cdn.tripadvisor.com/media/photo-s/04/d0/50/1d/del-frisco-s.jpg\"\n", "sample6 = \"resources/malay.png\"\n", "img = rgb2gray(imread(sample6))\n", "plt.imshow(img, cmap=\"gray\")" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 368 }, "colab_type": "code", "id": "RMRZ3x_dsXZJ", "outputId": "0192c6c3-dd88-4a6c-c0cd-236dd06446f6" }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "from skimage.filters import sobel\n", "from skimage.util import invert\n", "\n", "sobel_image = invert(sobel(img))\n", "plt.imshow(sobel_image)" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "colab": {}, "colab_type": "code", "id": "iXN4PGqhsg0n" }, "outputs": [], "source": [ "import numpy as np\n", "from skimage.transform import rotate\n", "\n", "#find the horizontal projection of all the rows in the image\n", "#rotate the image between angles -10 to 10 degrees and find the angle which gives the least median of horizontal projection\n", "def horizontal_projections(sobel_image):\n", " sum_of_cols = []\n", " rows,cols = sobel_image.shape\n", " for row in range(rows-1):\n", " sum_of_cols.append(np.sum(sobel_image[row,:]))\n", " \n", " return sum_of_cols" ] }, { "cell_type": "markdown", "metadata": { "colab_type": "text", "id": "fWzQA3FwtLx1" }, "source": [ "### horizontal projections on line plot" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 2781 }, "colab_type": "code", "id": "aPLOu0C5tHCk", "outputId": "eb752f85-2fa3-4b39-8b22-289dd0fbe5fc" }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(nrows=20, figsize=(20,50))\n", "for index,angle in enumerate(range(-10,10)):\n", " ax[index].set_title('angle:'+str(angle))\n", " hp = horizontal_projections(rotate(sobel_image, angle, cval=1))\n", " xv = []\n", " yv = []\n", " for i, y in enumerate(hp):\n", " xv.append(i)\n", " yv.append(y)\n", " ax[index].plot(yv)" ] }, { "cell_type": "markdown", "metadata": { "colab_type": "text", "id": "DWtUPNbmt-Qj" }, "source": [ "### box plot of these horizontal projections" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 2781 }, "colab_type": "code", "id": "XfL-fHh1t9TT", "outputId": "b93fed66-089e-4908-816e-831cebf3e015" }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(nrows=20, figsize=(10,50))\n", "for index,angle in enumerate(range(-10,10)):\n", " hp = horizontal_projections(rotate(sobel_image, angle, cval=1))\n", " xv = []\n", " yv = []\n", " for i, y in enumerate(hp):\n", " xv.append(i)\n", " yv.append(y)\n", " ax[index].set_title('angle:'+str(angle)+', median:'+str(np.median(hp)))\n", " ax[index].boxplot(yv)" ] }, { "cell_type": "markdown", "metadata": { "colab_type": "text", "id": "9BBGXdFfsfJ6" }, "source": [ "### extract the angle which gave me the highest median." ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 623 }, "colab_type": "code", "id": "bvBi7J_LavLd", "outputId": "c744f663-32e3-4655-f076-f61a1b84709c" }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "rows,cols = sobel_image.shape\n", "predicted_angle = 0\n", "highest_hp = 0\n", "for index,angle in enumerate(range(-10,10)):\n", " hp = horizontal_projections(rotate(sobel_image, angle, cval=1))\n", " median_hp = np.median(hp)\n", " if highest_hp < median_hp:\n", " predicted_angle = angle\n", " highest_hp = median_hp\n", " \n", "fig, ax = plt.subplots(ncols=2, figsize=(20,10))\n", "ax[0].set_title('original image grayscale')\n", "ax[0].imshow(img, cmap=\"gray\")\n", "ax[1].set_title('original image rotated by angle'+str(predicted_angle))\n", "ax[1].imshow(rotate(img, predicted_angle, cval=1), cmap=\"gray\")" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "colab": {}, "colab_type": "code", "id": "69ZKpBH1uVwx" }, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "colab": { "collapsed_sections": [], "include_colab_link": true, "name": "skew detection based on horizontal projections", "provenance": [], "version": "0.3.2" }, "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.7.3" } }, "nbformat": 4, "nbformat_minor": 1 }