Python - Undistort script won't work [closed]

asked 2016-07-17 08:32:50 -0600

n.argirop gravatar image

I wrote the following script to undistort multiple photos in one go by defining a containing folder. Because of the fact that the camera I am using is calibrated professionally and all of the intrinsic and distortion parameters are known, I have specified a camera matrix and the distortion coefficients. The script runs without any errors but the output images are exactly the same as the original-distorted images. There is no way that the changes are difficult to detect since I am using a GoPro camera with the (in)famous fisheye distortion. Here is the script:

#Modules
import os
from os import listdir
from os.path import isfile, join
import cv2
import numpy as np
from xlrd import open_workbook,cellname
from xlutils.copy import copy

#Excel file loading
filepath = str(raw_input("\nEnter Excel file path (e.g. C:/Users/user/Desktop): "))
os.chdir(filepath)
filename = str(raw_input("\nEnter Excel file name (e.g. camera.xls): "))

#Excel file values
rb = open_workbook(filepath+filename,formatting_info=True)
r_sheet = rb.sheet_by_index(0)
wb = copy(rb)
sheet = wb.get_sheet(0)
psize = r_sheet.cell(0,0).value #Pixel pitch
focal = r_sheet.cell(0,1).value #Focal length in mm
pixden = 1/psize #Sensor pixels/mm
fx = pixden*f
fy = pixden*f
cx = r_sheet.cell(0,2).value #P.P. x-offset
cy = r_sheet.cell(0,3).value #P.P. y-offset
k1 = r_sheet.cell(0,4).value
k2 = r_sheet.cell(1,4).value
k3 = r_sheet.cell(2,4).value
k4 = r_sheet.cell(3,4).value
k5 = r_sheet.cell(4,4).value
k6 = r_sheet.cell(5,4).value
p1 = r_sheet.cell(0,5).value
p2 = r_sheet.cell(0,6).value

#Camera Matrix
cammat = np.zeros((3, 3), dtype=np.float32)
cammat[0,0] = fx
cammat[0,1] = 0
cammat[0,2] = cx
cammat[1,0] = 0
cammat[1,1] = fy
cammat[1,2] = cy
cammat[2,0] = 0
cammat[2,1] = 0
cammat[2,2] = 0

#Distortion Coefficients Vector
radd = np.zeros((4,1), np.float64)
radd[0,0] = k1
radd[1,0] = k2
radd[2,0] = p1
radd[3,0] = p2

#Load all images in the specified directory
imgpath = str(raw_input("\nEnter image path (e.g. C:/Users/user/Desktop): "))
os.chdir(imgpath)
allimgfiles = [f for f in listdir(imgpath) if isfile(join(imgpath,f))]
images = np.empty(len(allimgfiles), dtype=object)

#Apply undistortion
for n in range(0, len(allimgfiles)):
    images[n] = cv2.imread(join(imgpath, allimgfiles[n]))
    dimg = cv2.imread("E:/DSC06786.JPG")
    udimg = cv2.undistort(dimg, cammat, radd, None)

    #Save undistorted images
    cv2.imwrite("e:/undistorted.jpg", udimg)

    #Display undistorted image
    window_width = 1000
    window_height = 750
    cv2.namedWindow("Top 'k' features", cv2.WINDOW_NORMAL)
    cv2.resizeWindow("Top 'k' features", window_width, window_height)
    cv2.imshow("Top 'k' features", dimg)
    cv2.waitKey(0)

The intrinsic and distortion parameters are saved in an excel file as you will notice which I cannot upload unfortunately. The values are parsed correctly and it is not were the problem lies. I have quadraple checked if the excel file is the problem, but it is ... (more)

edit retag flag offensive reopen merge delete

Closed for the following reason question is not relevant or outdated by sturkmen
close date 2020-09-21 00:54:08.827359

Comments

shouldn't cammat[2,2] = 1 ?

berak gravatar imageberak ( 2016-07-17 09:05:17 -0600 )edit

You are right. I just changed it though and it still doesn't work.

n.argirop gravatar imagen.argirop ( 2016-07-17 09:23:52 -0600 )edit

The excel file and an image sample can be found here

n.argirop gravatar imagen.argirop ( 2016-07-17 09:30:43 -0600 )edit