• Title/Summary/Keyword: Shadow and Pose Robust Flat 3D Shape Recognition

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Segmentation of Polygons with Different Colors and its Application to the Development of Vision-based Tangram Puzzle Game (다른 색으로 구성된 다각형들의 분할과 이를 이용한 영상 인식 기반 칠교 퍼즐 놀이 개발)

  • Lee, Jihye;Yi, Kang;Kim, Kyungmi
    • Journal of Korea Multimedia Society
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    • v.20 no.12
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    • pp.1890-1900
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    • 2017
  • Tangram game consists of seven pieces of polygons such as triangle, square, and parallelogram. Typical methods of image processing for object recognition may suffer from the existence of side thickness and shadow of the puzzle pieces that are dependent on the pose of 3D-shaped puzzle pieces and the direction of light sources. In this paper, we propose an image processing method that recognizes simple convex polygon-shaped objects irrespective of thickness and pose of puzzle objects. Our key algorithm to remove the thick side of piece of puzzle objects is based on morphological operations followed by logical operations with edge image and background image. By using the proposed object recognition method, we are able to implement a stable tangram game applications designed for tablet computers with front camera. As the experimental results, recognition rate is about 86 percent and recognition time is about 1ms on average. It shows the proposed algorithm is fast and accurate to recognize tangram blocks.