{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "需要注意的是resize、warpAffine等几何变换函数的第三个参数dsize=(width,height)=(列数,行数)。" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### 缩放" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "collapsed": true }, "outputs": [], "source": [ "%matplotlib inline\n", "import cv2\n", "import matplotlib.pyplot as plt" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "scrolled": true }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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J1XpED9SLUgOiXSEjKaORnIpSHvdFWcxkMV9plJY5s3NMUZaJaoxQ+QplDdvD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43rnEUbCSKe4lKCVLHp5axE6b2aU4cLAjloLDgcUniMMfFUJF7eOslwfXvXhPQ4pNIkmWF6NCfL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fY6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\nTeW4YgBbP34DB4fBxE07FyoalWgEoWINd2zR2c9CaB4Fpe48VrM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gq8AnOExbyqyV72BL\n6l+S2awVeL623LVT+Dvgp0TkNRGpscG0X7rjffph8CVs9gX87xkYvyEijYi8xi1mYLxIiLVR/jHw\nL6r6R7OvDs4eEXm/iLwvv14Dvwz8Kwdoi6p+WlU/qKofwu6Jv1LV3+RF2bIHGdZPYlnvbwOfuev9\nucX+/jnwJtBja7ffAn4U+Evgm8BfAC/Ntv9Mtu0N4Ffvev9v2PLzWAj6j8DX888nD9Ee4GeAr2Vb\nXgd+L39+cLbcsOsXmaoPL8SWhdG4YMGCHdz18mHBggV7hsUpLFiwYAeLU1iwYMEOFqewYMGCHSxO\nYcGCBTtYnMKCBQt2sDiFBQsW7GBxCgsWLNjB/wDP65oleklYKwAAAABJRU5ErkJggg==\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "img=cv2.imread(\"E:\\cat.jpg\") #bgr模式,默认\n", "img2=cv2.cvtColor(img,cv2.COLOR_BGR2RGB)#转成RGB\n", "plt.imshow(img2)" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(426, 426, 3)" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "img2.shape" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "| interpolation(插值方法) | 含义 | \n", "| :-: | :- | \n", "| INTER_LINEAR | 双线性插值 (默认值) | \n", "| INTER_NN | 最近邻插值 | \n", "| INTER_AREA | 使用像素关系重采样,当图像缩小时候,该方法可以避免波纹出现。当图像放大时,类似于 INTER_NN 方法。 |\n", "| INTER_CUBIC | 立方插值 | " ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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Kl7wXnDeosaSUbmlDBecExOC7wK4/4KQlThNoptBTUo+ZG4uy6qwQdGRzRPfm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RAAAg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\nzzhuScnOdzz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TzwOCCp+pExDFPBhLQUs2RydxeFfIlFpKGGBXqF4s9ZJUKzYnj3UEnDD7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\npRpLs3GmRddnQ1zM1VImXWGSBmarwtV+z7vvPGG+rkz7yuNHT21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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "res1=cv2.resize(img2,None,fx=2,fy=2,interpolation=cv2.INTER_CUBIC)\n", "plt.imshow(res1)" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(852, 852, 3)" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "res1.shape" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### 平移" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "借助矩阵:\n", "$M=\\begin{bmatrix}\n", " 1 & 0 & t_x\\\\ \n", " 0 & 1 & t_y\n", "\\end{bmatrix}_{2\\times 3}$可实现在(x,y)方向上的偏移。\n", "\n", "对于仿射函数cv2.warpAffine,原二维坐标$X=\\begin{bmatrix} x \\\\ y \\end{bmatrix}$ 变换后为\n", "$T_{2\\times 1}=M_{2\\times 3} \\cdot[x,y,1]^T=\\begin{bmatrix} x' \\\\ y' \\end{bmatrix}$" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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ye9q2xbmIUoq6rjFGEDLj4BCVUWTO1xscYJRQW4MLjtoapuHA+eaM4KGqDOM4YupyynV1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\ndd7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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import numpy as np\n", "M=np.float32([[1,0,100],[0,1,50]])\n", "res2 = cv2.warpAffine(img2,M,(img.shape[1],img.shape[0]))# x方向偏移100,y方向偏移50;Affine:仿射\n", "plt.imshow(res2)" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(426, 426, 3)" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "res2.shape" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### 旋转" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "rows,cols = img2.shape[:2]" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[[ 1.06066017 1.06066017 -238.84123318]\n", " [ -1.06066017 1.06066017 213. ]]\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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DgxPS1NAerJF1WixqSyfKuftwRD2xTCdT8ljjLKRJHxcUl/bXeHh4izRqUc8rbn1xwrjr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ZAeQMziNlaEXFLC2AyPVkoUow2IP2VWZhr0Fbe9z0QkCjDLC0Yjxsinf/I/fxu32bP1tKy3YzD7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\nFRRE5H8Uka+LyGMi8hERqbIZT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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "M = cv2.getRotationMatrix2D((cols/2,rows/2),45,1.5) #定义变换矩阵,中心位置,45度,放大1.5倍\n", "print(M)\n", "res3 = cv2.warpAffine(img2,M,(cols*2,rows*2)) #仿射变换,参见上文平移描述\n", "plt.imshow(res3)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### 仿射变换" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "实现效果为原来平行的线仍然平行,因此可以用三个点来构造变换矩阵。" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(,\n", " ,\n", " )" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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vZ+hHXFOhDsbNmu1Fy/HxhqPTE4ahJ6iQMbz/d7+T56/fRPuBLIaULKHfcPvw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EoJlI6xLjCD4myMd2B7w55xtNuavu0QieT4gzOefAxd09HVDUlkyVOJtBJjJMeHE5omgBi9C2lq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\na7jYnOOdZ7MeuXv7nM15D5I4PFpw6/qKVdOxWrQcHO2X4B/fvH6vxU+99H/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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "pts1 = np.float32([[50,50],[200,50],[50,200]])\n", "pts2 = np.float32([[10,100],[200,50],[100,250]])\n", "\n", "M = cv2.getAffineTransform(pts1,pts2)\n", "\n", "res4 = cv2.warpAffine(img2,M,(cols,rows))\n", "\n", "plt.subplot(121),plt.imshow(img2),plt.title('Input')\n", "plt.subplot(122),plt.imshow(res4),plt.title('Output')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### 透视变换" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "相对仿射变换处理2D平面,透视变换主要处理3D平面。其基于4个顶点构造变换矩阵。其显示效果有局部拉近拉远作用。\n", "\n", "参考链接:[知乎:OpenCV图像变换(仿射变换与透视变换)](https://zhuanlan.zhihu.com/p/24591720)" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(,\n", " ,\n", " )" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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1/RXuQsl87tkdZ5TSYDNL5yObzRoRkjINg9GAxojve/o+YmxS1YTgsShmiL4F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m3JRgPmiyX1GpquIZ7mTG/fwCWa6/s3SZUgVhHnl5ecnZ3hWk+zWhFJgV+vefz4EatLx+mHcx4/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\n0c+YMWPGRxxzop8xY8aMjzj+Lzz6qGUzcdI7AAAAAElFTkSuQmCC\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "pts1 = np.float32([[56,65],[368,52],[28,387],[389,390]])\n", "pts2 = np.float32([[0,0],[300,0],[0,300],[300,300]])\n", "\n", "M = cv2.getPerspectiveTransform(pts1,pts2)\n", "\n", "res5 = cv2.warpPerspective(img2,M,(cols,rows))\n", "\n", "plt.subplot(121),plt.imshow(img2),plt.title('Input')\n", "plt.subplot(122),plt.imshow(res5),plt.title('Output')" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": true }, "outputs": [], "source": [] } ], "metadata": { "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": "3.6.2" } }, "nbformat": 4, "nbformat_minor": 2 }