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首页> 外文期刊>International Journal of Computer Trends and Technology >The Performance Analysis of Edge Detection Algorithms for Image Processing Based on Improved Canny Operator
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The Performance Analysis of Edge Detection Algorithms for Image Processing Based on Improved Canny Operator

机译:基于改进的Canny算子的图像处理边缘检测算法性能分析

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Identifying the edges of digital images is an important step towards identifying human organs objects, such as skeletons of bone. Usually, once a bone fracture image is obtained, various algorithms are used to extract useful information. This information is particularly useful for identifying tumor boundaries for planning operations, etc. There are many edge detection algorithms based purely on the differential operators, such as Canny Operator, Robert operator, Sobel operator, Prewitt operator, etc. These operators are simple, easy to implement, and have a good execution time. On the other hand, they are sensitive to noise; thus, edge detection accuracy should be improved. Canny operator represents the improvement of the traditional single threshold method, in which the high and low threshold is selected according to the gradient of the image histogram.
机译:识别数字图像的边缘是朝着识别人体器官物体的重要步骤,例如骨骼的骨架。通常,一旦获得骨骨折图像,就可以使用各种算法来提取有用的信息。该信息特别适用于识别规划操作的肿瘤边界等。纯粹在差分运算符上纯粹基于边缘检测算法,例如Canny Operator,Robert运算符,Sobel运算符,ProWitt运算符等。这些操作员简单,简单实施,并具有良好的执行时间。另一方面,它们对噪声敏感;因此,应提高边缘检测精度。 Canny Operator表示传统单阈值方法的改进,其中根据图像直方图的梯度选择高阈值。

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