Shape detection method using improved genetic algorithm

Hiroyuki Kawanishi, Masafumi Hagiwara

研究成果: Conference article査読

6 被引用数 (Scopus)

抄録

A novel method to detect plural kinds of shapes such as lines, circles, ellipses, and parabolas has been proposed. It is based on improved Genetic Algorithm(GA). We have developed the following techniques to detect those shapes: 1) each chromosome is interpreted differently: each chromosome represents plural shapes; 2) detected shapes are eliminated from the original image for efficient detection; and 3) initialization of the chromosomes is carried out during the process for fast detection. We confirmed validity and superior performance of the proposed method by computer simulations.

本文言語English
ページ(範囲)235-240
ページ数6
ジャーナルProceedings of the IEEE International Conference on Systems, Man and Cybernetics
1
出版ステータスPublished - 1995 12月 1
イベントProceedings of the 1995 IEEE International Conference on Systems, Man and Cybernetics. Part 2 (of 5) - Vancouver, BC, Can
継続期間: 1995 10月 221995 10月 25

ASJC Scopus subject areas

  • 制御およびシステム工学
  • ハードウェアとアーキテクチャ

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