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OpenCV 4.12.0
開源計算機視覺
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由 cv::moments 返回的結構體 更多...
#include <opencv2/core/types.hpp>
公共成員函式 | |
| Moments () | |
| 預設建構函式 | |
| Moments (double m00, double m10, double m01, double m20, double m11, double m02, double m30, double m21, double m12, double m03) | |
| 完整的建構函式 | |
公共屬性 | |
空間矩 | |
| double | m00 |
| double | m10 |
| double | m01 |
| double | m20 |
| double | m11 |
| double | m02 |
| double | m30 |
| double | m21 |
| double | m12 |
| double | m03 |
中心矩 | |
| double | mu20 |
| double | mu11 |
| double | mu02 |
| double | mu30 |
| double | mu21 |
| double | mu12 |
| double | mu03 |
中心歸一化矩 | |
| double | nu20 |
| double | nu11 |
| double | nu02 |
| double | nu30 |
| double | nu21 |
| double | nu12 |
| double | nu03 |
由 cv::moments 返回的結構體
空間矩 \(\texttt{Moments::m}_{ji}\) 計算如下:
\[\texttt{m} _{ji}= \sum _{x,y} \left ( \texttt{array} (x,y) \cdot x^j \cdot y^i \right )\]
中心矩 \(\texttt{Moments::mu}_{ji}\) 計算如下:
\[\texttt{mu} _{ji}= \sum _{x,y} \left ( \texttt{array} (x,y) \cdot (x - \bar{x} )^j \cdot (y - \bar{y} )^i \right )\]
其中 \((\bar{x}, \bar{y})\) 是質量中心
\[\bar{x} = \frac{\texttt{m}_{10}}{\texttt{m}_{00}} , \; \bar{y} = \frac{\texttt{m}_{01}}{\texttt{m}_{00}}\]
歸一化中心矩 \(\texttt{Moments::nu}_{ij}\) 計算如下:
\[\texttt{nu} _{ji}= \frac{\texttt{mu}_{ji}}{\texttt{m}_{00}^{(i+j)/2+1}} .\]
輪廓的矩以相同的方式定義,但使用格林公式計算(參見 http://en.wikipedia.org/wiki/Green_theorem)。因此,由於柵格解析度有限,為輪廓計算的矩與為相同柵格化輪廓計算的矩略有不同。
| cv::Moments::Moments | ( | ) |
預設建構函式
| cv::Moments::Moments | ( | double | m00, |
| double | m10, | ||
| double | m01, | ||
| double | m20, | ||
| double | m11, | ||
| double | m02, | ||
| double | m30, | ||
| double | m21, | ||
| double | m12, | ||
| double | m03 ) |
完整的建構函式
| double cv::Moments::m00 |
| double cv::Moments::m01 |
| double cv::Moments::m02 |
| double cv::Moments::m03 |
| double cv::Moments::m10 |
| double cv::Moments::m11 |
| double cv::Moments::m12 |
| double cv::Moments::m20 |
| double cv::Moments::m21 |
| double cv::Moments::m30 |
| double cv::Moments::mu02 |
| double cv::Moments::mu03 |
| double cv::Moments::mu11 |
| double cv::Moments::mu12 |
| double cv::Moments::mu20 |
| double cv::Moments::mu21 |
| double cv::Moments::mu30 |
| double cv::Moments::nu02 |
| double cv::Moments::nu03 |
| double cv::Moments::nu11 |
| double cv::Moments::nu12 |
| double cv::Moments::nu20 |
| double cv::Moments::nu21 |
| double cv::Moments::nu30 |