{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "#
چرخاندن (Rotations)
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چرخش با محاسبه دستی ماتریس دوران
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در ابتدا با محاسبه ی ماتریس دوران تصویر را میچرخانیم!
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "$$ M = \\begin{bmatrix} cos\\theta & -sin\\theta \\\\ sin\\theta & cos\\theta \\end{bmatrix}$$" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 1, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "import cv2\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "\n", "rotation_amount_degree = -20\n", "# convert rotation amount to radian\n", "theta = rotation_amount_degree * np.pi / 180.0\n", "\n", "\n", "image = cv2.imread('images/input.jpg')\n", "height, width, _ = image.shape\n", "\n", "# | cos(theta) -sin(theta) Tx |\n", "# T = | sin(theta) cos(theta) Ty |\n", "\n", "# T is our rotation matrix\n", "T = np.float32([[np.cos(theta), -np.sin(theta), 0], [np.sin(theta), np.cos(theta),0]])\n", "# We use warpAffine to transform the image using the matrix, T\n", "img_translation = cv2.warpAffine(image, T, (width, height))\n", "plt.imshow(img_translation[...,::-1])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "###
چرخش به همراه جا به جایی
" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "import cv2\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "\n", "rotation_amount_degree = 10\n", "# convert rotation amount to radian\n", "theta = rotation_amount_degree * np.pi / 180.0\n", "\n", "\n", "image = cv2.imread('images/input.jpg')\n", "height, width, _ = image.shape\n", "\n", "# | cos(theta) -sin(theta) Tx |\n", "# T = | sin(theta) cos(theta) Ty |\n", "\n", "# T is our rotation matrix\n", "T = np.float32([[np.cos(theta), -np.sin(theta), 50], [np.sin(theta), np.cos(theta),-50]])\n", "# We use warpAffine to transform the image using the matrix, T\n", "img_translation = cv2.warpAffine(image, T, (width, height))\n", "plt.imshow(img_translation[...,::-1])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "###
استفاده از getRotationMatrix
\n", "\n", "
به جای محاسبات مثلثاتی میتوانیم از تابع getRotationMatrix2D استفاده کنیم که امکان چرخواندن عکس به مرکزیت دلخواه را میدهد.
\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Rotation of an image for an angle θ is achieved by the transformation matrix of the form\n", "\n", "$$ M = \\begin{bmatrix} cos\\theta & -sin\\theta \\\\ sin\\theta & cos\\theta \\end{bmatrix}$$\n", "\n", "But OpenCV provides scaled rotation with adjustable center of rotation so that you can rotate at any location you prefer. The modified transformation matrix is given by\n", "\n", "$$\\begin{bmatrix} \\alpha & \\beta & (1- \\alpha ) \\cdot center.x - \\beta \\cdot center.y \\\\ - \\beta & \\alpha & \\beta \\cdot center.x + (1- \\alpha ) \\cdot center.y \\end{bmatrix}$$\n", "\n", "where\n", "\n", "$$\\begin{array}{l} \\alpha = scale \\cdot \\cos \\theta , \\\\ \\beta = scale \\cdot \\sin \\theta \\end{array}$$" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To find this transformation matrix, OpenCV provides a function, [cv.getRotationMatrix2D](https://docs.opencv.org/4.x/da/d54/group__imgproc__transform.html#gafbbc470ce83812914a70abfb604f4326). Check out the below example which rotates the image by 90 degree with respect to center without any scaling. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "`getRotationMatrix2D(center, angle, scale)`" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[[ 4.69846310e-01 1.71010072e-01 1.60758454e+02]\n", " [-1.71010072e-01 4.69846310e-01 2.27450136e+02]]\n" ] } ], "source": [ "import cv2\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "\n", "image = cv2.imread('images/input.jpg')\n", "height, width = image.shape[:2]\n", "\n", "# Divide by two to rototate the image around its centre\n", "rotation_matrix = cv2.getRotationMatrix2D((width/2, height/2), 20, .5)\n", "print(rotation_matrix)" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "rotated_image = cv2.warpAffine(image, rotation_matrix, (width, height))\n", "\n", "plt.subplot(121),plt.imshow(image[...,::-1]),plt.title('Input');\n", "plt.subplot(122),plt.imshow(rotated_image[...,::-1]),plt.title('Output');" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "###
ترانهاده ماتریس
\n" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "#Other Option to Rotate\n", "img = cv2.imread('images/input.jpg')\n", "\n", "transposed = cv2.transpose(img)\n", "\n", "plt.subplot(121),plt.imshow(image[...,::-1]),plt.title('Input')\n", "plt.subplot(122),plt.imshow(transposed[...,::-1]),plt.title('Output')\n", "plt.show()\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "###
flip تصویر به صورت افقی
\n" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Let's now to a horizontal flip.\n", "flipped = cv2.flip(image, 1)\n", "\n", "plt.subplot(121),plt.imshow(image[...,::-1]),plt.title('Input')\n", "plt.subplot(122),plt.imshow(flipped[...,::-1]),plt.title('Output')\n", "plt.show()\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "###
flip تصویر به صورت عمودی
\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Let's now to a Vertical flip.\n", "flipped = cv2.flip(image, 0)\n", "\n", "plt.subplot(121),plt.imshow(image[...,::-1]),plt.title('Input')\n", "plt.subplot(122),plt.imshow(flipped[...,::-1]),plt.title('Output')\n", "plt.show()\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "https://docs.opencv.org/4.x/da/d6e/tutorial_py_geometric_transformations.html" ] } ], "metadata": { "anaconda-cloud": {}, "kernelspec": { "display_name": "Python 3 (ipykernel)", "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": "3.8.10" } }, "nbformat": 4, "nbformat_minor": 4 }