An External Contour Extraction Method for Pollen Images

Xinyue Zhang, Shi Bao, Chuanying Yang, Shaoying Mad, Jingping Yang
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Abstract

Pollen allergy has become a common seasonal disease in northern China. This project studies the influence of airborne pollen on allergic rhinitis patients in Inner Mongolia. Through collecting pollen samples, obtaining pollen images, preprocessing and contour extraction, the processed pollen images are more in line with the requirements of deep image processing. In the preprocessing of pollen image, bilateral filter is used to remove noise on the basis of preserving important information of the image, and then canny operator is used for edge detection. According to the edge detection information, the external contour of pollen is extracted. The whole study enables us to understand the pollen shape characteristics more intuitively, which is the most prepared for the subsequent pollen image depth prediction, and provides the necessary learning tools for clinical medical personnel to learn and understand pollen.
花粉图像的外部轮廓提取方法
花粉过敏已成为中国北方常见的季节性疾病。本项目研究空气中花粉对内蒙古变应性鼻炎患者的影响。通过采集花粉样本,获取花粉图像,进行预处理和轮廓提取,处理后的花粉图像更符合深度图像处理的要求。在花粉图像预处理中,在保留图像重要信息的基础上,采用双边滤波去除噪声,然后采用canny算子进行边缘检测。根据边缘检测信息提取花粉的外部轮廓。整个研究使我们能够更直观地了解花粉的形态特征,为后续的花粉图像深度预测做了最充分的准备,为临床医务人员学习和了解花粉提供了必要的学习工具。
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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