{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "%matplotlib inline\n", "import numpy as np\n", "import skvideo.io\n", "import matplotlib\n", "matplotlib.use('TkAgg')\n", "import matplotlib.pyplot as plt\n", "import cv2\n", "import scipy.io" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(205, 368, 640, 3)\n" ] } ], "source": [ "#read video\n", "videodata = skvideo.io.vread(\"1.mp4\") \n", "print(videodata.shape)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(368, 640, 3)\n" ] } ], "source": [ "#Pick reference points on the image and output these points for matlab to do point tracking\n", "im1 = videodata[0]\n", "print(im1.shape)\n", "plt.figure()\n", "plt.imshow(im1)\n", "x = plt.ginput(0, 0) \n", "print(x) " ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "#input tracking points for each frame from matlab file\n", "mat = scipy.io.loadmat('point.mat')\n", "mat['point_array'].shape" ] }, { "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": [ "#show these points on the image to check\n", "idx=0\n", "im1 = videodata[idx]\n", "plt.imshow(im1)\n", "plt.scatter(x=mat['point_array'][:,0,idx], y=mat['point_array'][:,1,idx], c='r', s=40)\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(640, 368)" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "#get the gray image\n", "gray = cv2.cvtColor(im1,cv2.COLOR_BGR2GRAY)\n", "gray.shape[::-1]" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([[0., 1., 0.],\n", " [0., 2., 0.],\n", " [0., 3., 0.],\n", " [0., 4., 0.],\n", " [0., 5., 0.],\n", " [0., 6., 0.],\n", " [0., 1., 1.],\n", " [0., 2., 1.],\n", " [0., 3., 1.],\n", " [0., 4., 1.],\n", " [0., 6., 1.],\n", " [0., 1., 2.],\n", " [0., 2., 2.],\n", " [0., 3., 2.],\n", " [0., 4., 2.],\n", " [0., 5., 2.],\n", " [0., 6., 2.],\n", " [0., 1., 3.],\n", " [0., 2., 3.],\n", " [0., 3., 3.],\n", " [0., 4., 3.],\n", " [0., 5., 3.],\n", " [0., 6., 3.],\n", " [1., 1., 3.],\n", " [1., 2., 3.],\n", " [1., 3., 3.],\n", " [1., 4., 3.],\n", " [1., 5., 3.],\n", " [1., 6., 3.],\n", " [2., 1., 3.],\n", " [2., 2., 3.],\n", " [2., 3., 3.],\n", " [2., 4., 3.],\n", " [2., 5., 3.],\n", " [2., 6., 3.],\n", " [3., 1., 3.],\n", " [3., 2., 3.],\n", " [3., 3., 3.],\n", " [3., 4., 3.],\n", " [3., 5., 3.],\n", " [3., 6., 3.]], dtype=float32)" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "#define 3D global coordinate\n", "objp = np.array([[0,1,0],[0,2,0],[0,3,0],[0,4,0],[0,5,0],[0,6,0],\\\n", " [0,1,1],[0,2,1],[0,3,1],[0,4,1],[0,6,1],\\\n", " [0,1,2],[0,2,2],[0,3,2],[0,4,2],[0,5,2],[0,6,2],\\\n", " [0,1,3],[0,2,3],[0,3,3],[0,4,3],[0,5,3],[0,6,3],\\\n", " [1,1,3],[1,2,3],[1,3,3],[1,4,3],[1,5,3],[1,6,3],\\\n", " [2,1,3],[2,2,3],[2,3,3],[2,4,3],[2,5,3],[2,6,3],\\\n", " [3,1,3],[3,2,3],[3,3,3],[3,4,3],[3,5,3],[3,6,3]],np.float32)\n", "objp" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [], "source": [ "#Get the 2D image coordinate\n", "idx=0\n", "imgp=np.array(mat['point_array'][:,:,idx],np.float32)" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [], "source": [ "#Define the parameters of camera\n", "camera_matrix = np.zeros((3, 3),'float32')\n", "camera_matrix[0,0]= 2200.0\n", "camera_matrix[1,1]= 2200.0\n", "camera_matrix[2,2]=1.0\n", "camera_matrix[0,2]=368/2\n", "camera_matrix[1,2]=640/2\n", "\n", "dist_coefs = np.zeros(4,'float32')" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [], "source": [ "#Camera calibration\n", "ret, mtx, dist, rvecs, tvecs = cv2.calibrateCamera([objp], [imgp], gray.shape[::-1], \\\n", " camera_matrix,dist_coefs,flags=cv2.CALIB_USE_INTRINSIC_GUESS)" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [], "source": [ "#Get projection matrix\n", "rotation_mat = np.zeros(shape=(3, 3))\n", "R = cv2.Rodrigues(rvecs[0], rotation_mat)[0]\n", "P = np.matmul(mtx,np.column_stack((R,tvecs[0])))" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "#reprojection\n", "#rotation_mat = np.zeros(shape=(3, 3))\n", "#R = cv2.Rodrigues(rvecs[idx], rotation_mat)[0]\n", "#P = np.matmul(mtx,np.column_stack((R,tvecs[idx])))\n", "im1 = videodata[idx]\n", "plt.imshow(im1)\n", "m=np.matmul(P,np.column_stack((objp,np.ones((41,1)))).T)\n", "plt.scatter(x=m[0,:]/m[2,:], y=m[1,:]/m[2,:], c='r', s=40)\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [], "source": [ "#function for cube drawing\n", "def draw(img, imgpts):\n", " imgpts = np.int32(imgpts).reshape(-1,2)\n", " # draw ground floor in green\n", " img = cv2.drawContours(img, [imgpts[:4]],-1,(0,255,0),-3)\n", " # draw pillars in blue color\n", " for i,j in zip(range(4),range(4,8)):\n", " img = cv2.line(img, tuple(imgpts[i]), tuple(imgpts[j]),(0,0,255),3)\n", " # draw top layer in red color\n", " img = cv2.drawContours(img, [imgpts[4:]],-1,(255),3)\n", " return img" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [], "source": [ "#Define 3D coordinate of cube's vertices\n", "objp = np.array([[1,1,3],[1,2,3],[2,2,3],[2,1,3],\\\n", " [1,1,4],[1,2,4],[2,2,4],[2,1,4]],np.float32)\n", "m=np.matmul(P,np.column_stack((objp,np.ones((8,1)))).T)\n", "x=m[0,:]/m[2,:]\n", "y=m[1,:]/m[2,:]\n", "imgpts=np.column_stack((np.array([x]).T,np.array([y]).T))" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 17, "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": [ "#Check the result\n", "new_img=draw(im1, imgpts)\n", "plt.imshow(new_img)\n", "#plt.show()" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [], "source": [ "#Go through the above process for all the frames\n", "import skvideo.io\n", "import numpy as np\n", "\n", "objp = np.array([[0,1,0],[0,2,0],[0,3,0],[0,4,0],[0,5,0],[0,6,0],\\\n", " [0,1,1],[0,2,1],[0,3,1],[0,4,1],[0,6,1],\\\n", " [0,1,2],[0,2,2],[0,3,2],[0,4,2],[0,5,2],[0,6,2],\\\n", " [0,1,3],[0,2,3],[0,3,3],[0,4,3],[0,5,3],[0,6,3],\\\n", " [1,1,3],[1,2,3],[1,3,3],[1,4,3],[1,5,3],[1,6,3],\\\n", " [2,1,3],[2,2,3],[2,3,3],[2,4,3],[2,5,3],[2,6,3],\\\n", " [3,1,3],[3,2,3],[3,3,3],[3,4,3],[3,5,3],[3,6,3]],np.float32)\n", "\n", "camera_matrix = np.zeros((3, 3),'float32')\n", "camera_matrix[0,0]= 2200.0\n", "camera_matrix[1,1]= 2200.0\n", "camera_matrix[2,2]=1.0\n", "camera_matrix[0,2]=368/2\n", "camera_matrix[1,2]=640/2\n", "\n", "dist_coefs = np.zeros(4,'float32')\n", "\n", "writer = skvideo.io.FFmpegWriter(\"output.avi\")\n", "for i in range(205):\n", " imgp=np.array(mat['point_array'][:,:,i],np.float32)\n", " ret, mtx, dist, rvecs, tvecs = cv2.calibrateCamera([objp], [imgp], gray.shape[::-1], \\\n", " camera_matrix,dist_coefs,flags=cv2.CALIB_USE_INTRINSIC_GUESS)\n", " rotation_mat = np.zeros(shape=(3, 3))\n", " R = cv2.Rodrigues(rvecs[0], rotation_mat)[0]\n", " P = np.matmul(mtx,np.column_stack((R,tvecs[0])))\n", " objp2 = np.array([[1,1,3],[1,2,3],[2,2,3],[2,1,3],\\\n", " [1,1,4],[1,2,4],[2,2,4],[2,1,4]],np.float32)\n", " m=np.matmul(P,np.column_stack((objp2,np.ones((8,1)))).T)\n", " x=m[0,:]/m[2,:]\n", " y=m[1,:]/m[2,:]\n", " imgpts=np.column_stack((np.array([x]).T,np.array([y]).T))\n", " im1 = videodata[i]\n", " new_img=draw(im1, imgpts)\n", " writer.writeFrame(new_img.astype(np.uint8))\n", "writer.close()" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "import cv2\n", "video = cv2.VideoCapture(\"mov1.MOV\")" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "#Opencv point tracking \n", "import cv2\n", "import sys\n", "\n", "# Set up tracker.\n", "\n", " # Instead of MIL, you can also use\n", "tracker_types = ['BOOSTING', 'MIL','KCF', 'TLD', 'MEDIANFLOW', 'GOTURN', 'MOSSE', 'CSRT']\n", "tracker_type = tracker_types[4]\n", "if tracker_type == 'MEDIANFLOW':\n", " tracker = cv2.TrackerMedianFlow_create()\n", "\n", "# Read video\n", "\n", "video = cv2.VideoCapture(\"mov1.MOV\")\n", "\n", "# Read first frame.\n", "\n", "ok, frame = video.read()\n", "if not ok:\n", " print('Cannot read video file')\n", " sys.exit()\n", "\n", "bbox = (968.6244239631333 - 4, 843.1082949308754 - 4, 8, 8)\n", "\n", "# Uncomment the line below to select a different bounding box\n", "# bbox = cv2.selectROI(frame, False)\n", "\n", "# Initialize tracker with first frame and bounding box\n", "ok = tracker.init(frame, bbox)\n", "\n", "while True:\n", "\n", " # Read a new frame\n", " ok, frame = video.read()\n", " if not ok:\n", " break\n", "\n", " timer = cv2.getTickCount()\n", " \n", " # Update tracker\n", " ok, bbox = tracker.update(frame)\n", " \n", " # Calculate Frames per second (FPS)\n", " fps = cv2.getTickFrequency() / (cv2.getTickCount() - timer);\n", " \n", " # Draw bounding box\n", " if ok:\n", " # Tracking success\n", " p1 = (int(bbox[0]), int(bbox[1]))\n", " p2 = (int(bbox[0] + bbox[2]), int(bbox[1] + bbox[3]))\n", " cv2.rectangle(frame, p1, p2, (255,0,0), 2, 1)\n", " \n", " else :\n", " # Tracking failure\n", " cv2.putText(frame, \"Tracking failure detected\", (100,80), cv2.FONT_HERSHEY_SIMPLEX, 0.75,(0,0,255),2)\n", "\n", " # Display tracker type on frame\n", " cv2.putText(frame, tracker_type + \" Tracker\", (100,20), cv2.FONT_HERSHEY_SIMPLEX, 0.75, (50,170,50),2);\n", "\n", " # Display FPS on frame\n", " cv2.putText(frame, \"FPS : \" + str(int(fps)), (100,50), cv2.FONT_HERSHEY_SIMPLEX, 0.75, (50,170,50), 2);\n", " # Display result\n", " cv2.imshow(\"Tracking\", frame)\n", " # Exit if ESC pressed\n", " k = cv2.waitKey(1) & 0xff\n", "\n", " if k == 27 : break" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "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": "3.7.6" } }, "nbformat": 4, "nbformat_minor": 4 }