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Chess Recognition - PowerPoint PPT Presentation


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Chess Recognition. Shai karnei – Reem Nathan Meisels. Motivation. For this project we aimed to detect chess pieces and their location. UI. Simple – take a picture – get a picture back with Homography and pieces type and location. Algorithm. Image captured. Canny. Hough Line Transform.

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Presentation Transcript
slide1

Chess Recognition

Shaikarnei – Reem

Nathan Meisels

motivation
Motivation

For this project we aimed to detect chess pieces and their location.

slide3
UI
  • Simple – take a picture – get a picture back with Homography and pieces type and location.
algorithm
Algorithm

Image captured

Canny

Hough Line Transform

algorithm1
Algorithm

Take outer Board lines

homography

Split to 8x8 grid

algorithm2
Algorithm

Run template matching on each square and return piece type and location

bad result
Bad result

Bad hough line detection => bad Homography => Bad board and pieces detection