Snail Identification Based on Fourier Transformation

H. Donghong, Chen Wei, Wang Hao, Zhang Ling, Wang Ying
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Abstract

Based on the monitoring of satellite remote sensing images, a lot of big progresses have been made in environment analysis and researches about the Schistosome snail breeding ground and the distribution of snails in marshland. This paper focuses on the identification of the Schistosome snail individual goals. Based on the image segmentation by maximum inter-variance, the objects, including snails, are segmented from the background. The radius functions of the typical snails are calculated by scanning the boundary of the object with 8-neighborhood following method. By matching the waveform of Fourier transformation, the snail targets are identified. In the laboratory environment, the recognizing rate can reach over 90% and it has robust in rotation, scaling and translation.
基于傅里叶变换的蜗牛识别
在卫星遥感影像监测的基础上,对沼泽地血吸虫繁殖地和蜗牛分布的环境分析和研究取得了很大进展。本文主要对血吸虫螺的个体目标进行鉴定。基于最大内方差的图像分割方法,从背景中分割出包括蜗牛在内的目标。采用8邻域跟随法扫描目标边界,计算典型蜗牛的半径函数。通过傅里叶变换的波形匹配,识别出蜗牛目标。在实验环境下,该方法的识别率可达90%以上,具有旋转、缩放、平移等鲁棒性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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