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Scaning work place

asked 2019-09-19 10:46:07 -0500

saurabh162 gravatar image

updated 2019-09-24 01:56:29 -0500

Witek gravatar image

Dear Developers,

I am trying to scan working area in my Project, which is in form of chess board. In order to do it I have taken following steps as also mentioned in following website https://www.pyimagesearch.com/2014/09...

  1. Detect Edges
  2. Use the edges in the image to find the contour representing boundary of Workplace
  3. Apply a perspective transform to obtain top-down view of the workplace

But result I am getting is in distorted form and it is due to noise in original picture I have taken from camera.

So, whether there is any way to remove noise in original picture due to camera so that I get undistorted output in the end.

By undistorted output I mean workplace in form of black and white boxes as we have in chess board.

For your consideration I am also attaching following things

a) Original image I have used for processing

image description b) Output image I get after complete processing image description

Please inform me if you need any other information.

Many thanks :)

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Please edit your question and add the input image like I added the output image.

Witek gravatar imageWitek ( 2019-09-20 03:30:03 -0500 )edit

hello Witek thank you very ,much for your fast reply ..I have edited my question as you mentioned. Please inform me if I need to do anything else..Thank you very much :)

saurabh162 gravatar imagesaurabh162 ( 2019-09-23 03:59:47 -0500 )edit

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answered 2019-09-24 02:16:48 -0500

Witek gravatar image
  1. Calibrate your camera and undistort the image - your chessboard looks slightly rounded and so your final image is rounded too.
  2. You do't need to threshold the warped image - just leave as it is and the result will look better.

I am not sure if the Canny detector can successfully get the chessboard corners. It would be much easier if the edge of your chessboard was solid white.

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Many thanks @Witek for your fast reply and help. Can you please tell me little bit about calibration of camera. How can I calibrate my camera ? I am using (FLIR Grasshopper 3 GS3-U3-41C6C) camera for this project.

Addtionally @Witek I have removed thresholding and result looks better to me. Moreover i have also used "cv.fastNlMeansDenoising()" function to further remove noise from output picture. I will again update one I will have chessboard with solid white edge.

saurabh162 gravatar imagesaurabh162 ( 2019-09-24 06:26:31 -0500 )edit
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Asked: 2019-09-19 10:44:15 -0500

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Last updated: Sep 24