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Method for extracting rape seed's contour based on ant colony optimization algorithm

机译：基于蚁群优化算法提取油菜籽轮廓的方法

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摘要

Most of traditional methods of extracting contour do not show good self adaptability. To resolve this problem, a methodology based on ant colony optimization algorithm and median filter was presented for extracting Rape Seed's contour. The Rape Seed's contour was the food for ant. The node's pheromone intensity, gradient and direction were the information that guides the ants to search for the root. And a reasonable heuristic information and pheromone update mechanism was established. Meanwhile, the median filter was introduced to reduce noise. Finally, comparison and analysis were conducted on the experimental results through our methodology and other traditional operators. The experimental results show that the algorithm shows good self adaptability and the accuracy of the extracted contour is satisfying.
机译：大多数传统的提取轮廓方法都没有显示出良好的自我适应性。为了解决这个问题，提出了一种基于蚁群优化算法和中值滤波器的方法，用于提取油菜种子的轮廓。强奸籽的轮廓是蚂蚁的食物。节点的信息素强度，渐变和方向是指导蚂蚁搜索根的信息。建立了合理的启发式信息和信息素更新机制。同时，引入了中值滤波器以减少噪音。最后，通过我们的方法和其他传统运营商对实验结果进行了比较和分析。实验结果表明，该算法显示出良好的自适应性，提取轮廓的精度令人满意。

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