| 基于机器视觉的禽蛋图像分割方法研究 |
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| 引用本文： | 贾超,郁志宏,王亮,武智慧,温鹿.基于机器视觉的禽蛋图像分割方法研究[J].东北农业大学学报,2011,42(5):77-82. |
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| 作者姓名： | 贾超 郁志宏 王亮 武智慧 温鹿 |
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| 作者单位： | 内蒙古农业大学机电工程学院,呼和浩特,010018 |
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| 基金项目： | 内蒙古自治区自然科学基金项目，内蒙古自治区高等学校科学研究项目 |
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| 摘 要： | 探讨了一种新的图像分割算法,可对禽蛋表面图像中脏斑、血斑等信息进行高效、准确的分割.文中将由CCD摄像机获取的禽蛋图像首先采用改进的中值滤波方法去除噪声,然后将去噪后的图像使用Sobel边缘检测算子检测边缘,运用分裂合并算法对去噪图像进行多区域分割,从而得到较为明显的多区域图像,最后利用图像融合技术将Sobel算子检测...
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| 关 键 词： | 分裂合并算法 边缘检测 图像融合技术 |
Study on egg image segmentation method based on machine vision |
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| JIA Chao,YU Zhihong,WANG Liang,WU Zhihui,WEN Lu.Study on egg image segmentation method based on machine vision[J].Journal of Northeast Agricultural University,2011,42(5):77-82. |
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| Authors: | JIA Chao YU Zhihong WANG Liang WU Zhihui WEN Lu |
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| Institution: | JIA Chao,YU Zhihong,WANG Liang,WU Zhihui,WEN Lu(College of Mechanical and Electrical Engineering,Inner Mongolia Agricultural University,Hohhot 010018,China) |
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| Abstract: | This article presented a method that could efficiently and accurately detect and segment egg image surface information such as dirty spots,stains and so on.The image taken by CCD camera was denoised with improved median filter.And then the denoised image was detected with sobel operator and apparently segmented multi-regional images through splitting and merging algorithm.Finally,the two new images were syncretized to form a new image by image fusion techniques.The algorithm above could obtain segmented ima... |
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| Keywords: | splitting and merging algorithm edge inspection image fusion techniques |
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