基于改进Otsu与四叉树法的Marangoni凝结液边缘检测方法 |
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引用本文: | 古力努尔?艾尔肯,哈力旦?阿不都热依木,韩军兵.基于改进Otsu与四叉树法的Marangoni凝结液边缘检测方法[J].科学技术与工程,2017,17(8). |
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作者姓名: | 古力努尔?艾尔肯 哈力旦?阿不都热依木 韩军兵 |
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作者单位: | 新疆大学,新疆大学,新疆大学 |
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基金项目: | 新疆维吾尔自治区自然科学基金(2016D01C048) |
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摘 要: | 针对图像中Marangoni凝结液边缘由模糊性引起的不确定性问题,以及为后续计算凝结液面积和统计提供科学依据,提出了一种基于改进的Otsu法和四叉树结构相结合的新型边缘检测方法。先自动确定高低阈值分割图像、去噪,采用四叉树法定位凝结液的位置;再考虑到复杂纹理特征,通过逻辑运算进一步处理了噪声,完善了凝结液的完整性。最后用Canny算子获得了很好的凝结液边缘。实验结果表明,对凝结液提取具有较高的区分度且精确性高、鲁棒性较强,降低了计算凝结液半径、覆盖率、换热系数等的复杂性,提高了计算速度,在工业设计方面有着重要的意义。
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关 键 词: | Marangoni凝结 四叉树 改进otsu法 边缘检测 |
收稿时间: | 2016/7/3 0:00:00 |
修稿时间: | 2016/9/5 0:00:00 |
An edge detection algorithm of Marangoni condensation based on the combination of optimized Otsu and Quadtree |
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Abstract: | Due to solve the uncertainty caused by fuzziness of Marangoni condensation drop edge and provide scientific proof for subsequent calculation of drop area and statistics , optimized Otsu combined with quadtree structure was put forward as a new edge detection method in this paper . This algorithm segment image by automatically confirming the high-low double thresholds and denoising , positioned the location of condensation by applying the quadtree algorism , considering the complex texture features , dealing with the noise by logical computing ,improved the integrity of condensation edge. Finally a better condensation liquid edge has been obtained through Canny algorithm .The experimental results show that the algorithms get batter differentiating degree , high accuracy and robustness . Reduced the complexity of calculation condensation liquid radius and coverage rate, accelerate calculation speed in calculating the heat transfer coefficient ,essential in the industrial designing. |
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Keywords: | Marangoni condensation Quadtree structure Double threshold method Edge-detection |
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