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Whiteboard it

reproduce Whiteboard it

A Whiteboard detector. Given images of Whiteboard, output Whiteboard's four corners as well as four edges. Then crop the background and leave the Whiteboard in proper position and standard scaling. We can do this in three steps. Firstly, detect edges with oriented hough transform. Then automatic choose the right quadrilateral. Lastly, apply a perspective transform to warp the image.

Any feedback is welcomed!

Features

  • Writing in C++
  • Default parameters apply to diverse datasets

Usage

Dependencies

  1. g++
  2. opencv3

Run with my datasets

Simply download this repository, compile and run. Sometimes need to change the parameter in config.h.

Results

The intermediate process is shown.

NO.1 image

NO.2 image

NO.3 image