Mercurial > hg > nsaunier > traffic-intelligence
diff python/cvutils.py @ 513:dbf4b83afbb9
pulled in and merged the new functionalities to deal with camera distortion (eg GoPro cameras)
| author | Nicolas Saunier <nicolas.saunier@polymtl.ca> |
|---|---|
| date | Wed, 04 Jun 2014 10:57:09 -0400 |
| parents | ad518f0c3218 |
| children | 727e3c529519 |
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--- a/python/cvutils.py Wed Jun 04 10:56:12 2014 -0400 +++ b/python/cvutils.py Wed Jun 04 10:57:09 2014 -0400 @@ -110,6 +110,15 @@ else: cv2.imshow(windowName, img) + def computeUndistortMaps(width, height, undistortedImageMultiplication, intrinsicCameraMatrix, distortionCoefficients): + from copy import deepcopy + from numpy import identity, array + newImgSize = (int(round(width*undistortedImageMultiplication)), int(round(height*undistortedImageMultiplication))) + newCameraMatrix = deepcopy(intrinsicCameraMatrix) + newCameraMatrix[0,2] = newImgSize[0]/2. + newCameraMatrix[1,2] = newImgSize[1]/2. + return cv2.initUndistortRectifyMap(intrinsicCameraMatrix, array(distortionCoefficients), identity(3), newCameraMatrix, newImgSize, cv2.CV_32FC1) + def playVideo(filename, firstFrameNum = 0, frameRate = -1, interactive = False, printFrames = True, text = None, rescale = 1.): '''Plays the video''' wait = 5 @@ -202,13 +211,17 @@ return imgcrop, yCropMin, yCropMax, xCropMin, xCropMax - def displayTrajectories(videoFilename, objects, boundingBoxes = {}, homography = None, firstFrameNum = 0, lastFrameNumArg = None, printFrames = True, rescale = 1., nFramesStep = 1, saveAllImages = False): + def displayTrajectories(videoFilename, objects, boundingBoxes = {}, homography = None, firstFrameNum = 0, lastFrameNumArg = None, printFrames = True, rescale = 1., nFramesStep = 1, saveAllImages = False, undistort = False, intrinsicCameraMatrix = None, distortionCoefficients = None, undistortedImageMultiplication = 1.): '''Displays the objects overlaid frame by frame over the video ''' from moving import userTypeNames from math import ceil, log10 + capture = cv2.VideoCapture(videoFilename) width = int(capture.get(cv2.cv.CV_CAP_PROP_FRAME_WIDTH)) height = int(capture.get(cv2.cv.CV_CAP_PROP_FRAME_HEIGHT)) + + if undistort: # setup undistortion + [map1, map2] = computeUndistortMaps(width, height, undistortedImageMultiplication, intrinsicCameraMatrix, distortionCoefficients) if capture.isOpened(): key = -1 ret = True @@ -223,6 +236,8 @@ while ret and not quitKey(key) and frameNum < lastFrameNum: ret, img = capture.read() if ret: + if undistort: + img = cv2.remap(img, map1, map2, interpolation=cv2.INTER_LINEAR) if printFrames: print('frame {0}'.format(frameNum)) for obj in objects:
