From f7ed04bd99f77bb9f6754ce9a2a2d0404a744a65 Mon Sep 17 00:00:00 2001 From: Florian Jung Date: Mon, 25 Aug 2014 18:25:17 +0200 Subject: Initial commit --- test.py | 74 +++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 74 insertions(+) create mode 100644 test.py (limited to 'test.py') diff --git a/test.py b/test.py new file mode 100644 index 0000000..e711096 --- /dev/null +++ b/test.py @@ -0,0 +1,74 @@ +import cv2 +import math +import numpy +from math import sin,cos + +cap = cv2.VideoCapture("../vid.mp4") + +feature_params = dict( maxCorners = 100, + qualityLevel = 0.3, + minDistance = 20, + blockSize = 7 ) + +# Parameters for lucas kanade optical flow +lk_params = dict( winSize = (15,15), + maxLevel = 2, + criteria = (cv2.TERM_CRITERIA_EPS | cv2.TERM_CRITERIA_COUNT, 10, 0.03)) + + +ret,oldframe=cap.read() +oldgray=cv2.cvtColor(oldframe,cv2.COLOR_BGR2GRAY) + +total_angle=0. +total_x=0 +total_y=0 + +while(cap.isOpened()): + ret, frame = cap.read() + gray = cv2.cvtColor(frame,cv2.COLOR_BGR2GRAY) + + + p0 = cv2.goodFeaturesToTrack(oldgray, mask = None, **feature_params) + + # calculate optical flow + p1, st, err = cv2.calcOpticalFlowPyrLK(oldgray, gray, p0, None, **lk_params) + + # Select good points + good_new = p1[st==1] + good_old = p0[st==1] + + for i in p0: + x,y=i.ravel() + cv2.line(frame, (x,y),(x,y), (0,0,255),5) + + one=[] + two=[] + for i,(new,old) in enumerate(zip(good_new, good_old)): + x1,y1=new.ravel() + x2,y2=old.ravel() + cv2.line(frame, (x1,y1),(x2,y2), (0,255,0),5) + one=one+[(x1,y1)] + two=two+[(x2,y2)] + + mat = cv2.estimateRigidTransform(gray,oldgray,False) + angle = math.atan2(mat[0,1],mat[0,0]) + stretch = int((math.sqrt(mat[0,1]**2+mat[0,0]**2)-1)*100) + print angle/3.141592654*180,'deg\t',stretch,"%\t", mat[0,2],'\t',mat[1,2] + height, width, bpp = frame.shape + frame2=frame.copy() + mat2=cv2.getRotationMatrix2D((width/2,height/2), total_angle/3.141593654*180, 1.) + print mat2.__repr__() + + total_angle=total_angle+angle + +# mat2=numpy.array([[cos(total_angle), sin(total_angle), total_x], [-sin(total_angle),cos(total_angle),total_y]]) + frame2= cv2.warpAffine(frame2, mat2, (width,height) ) + + cv2.imshow('frame', frame) + cv2.imshow('frame2', frame2) + + oldframe=frame + oldgray=gray + + if cv2.waitKey(20) & 0xFF == ord("q"): + break -- cgit v1.2.3