三类
-
basic data types
- 通常是已经从c++中继承的
- int, float, etc
- vectors,matrices,simple geometric concepts like points, rectangles,sizes
-
helper objects
- 代表一些更抽象的概念
- garbage-collecting pointer class
- range objects used for slicing
- abstractions such as termination criteria
-
large array types
- contain arrays or other assemblies of primitives or, more often, the basic data types
-
cv::Mat class
- 表示任意维数组
- 包含其他对象,如 稀疏矩阵 cv::SparseMat class
-
模板类 cv::Vec<>
- 代表 fixed vector classes
- 用于一些编译时就已知维度的小向量
-
fixed matrix classes
- associated with the template cv::Matx<>.
- certain specific small matrix operations
- the dimensionality of the fixed matrix classes must be known at compile time
-
point classes
- their members are accessed by named variables (mypoint.x, mypoint.y, etc.) rather than by a vector index (myvec[0],myvec[1], etc.)
-
cv::Scalar
- four-dimensional point
- generate an arbitrary four-component vector
-
cv::Size and cv::Rect
- cv::Size -- having data members width and height rather than x and y
- cv::Rect -- all four
- cv::RotatedRect not axis-aligned 非抽对称
point classes
- 可以是任意类型的
-
有两个模板
- 2-D
- 3-D
- cv::Point2i or cv::Point3f (第一个数-维度, 第二个数-精度)
- b is an unsigned character, s is a short integer, i is a 32-bit integer, f is a 32-bit floating-point number, and d is a 64- bit floating-point number
<font color=red size =22>Example</font>
Operation | Example |
---|---|
Default constructors | cv::Point2i p; cv::Point3f p; |
Copy constructor | cv::Point3f p2( p1 ); |
Value constructors | cv::Point2i p( x0, x1 ); cv::Point3d p( x0, x1, x2 ); |
Cast to the fixed vector classes | (cv::Vec3f) p; |
Member access | p.x; p.y; // and for three-dimensional // point classes: p.z |
Dot product | float x = p1.dot( p2 ) |
Double-precision dot product | double x = p1.ddot( p2 ) |
Cross product | p1.cross( p2 ) // (for three-dimensional point // classes only) |
Query if point p is inside rectangle r | p.inside( r ) // (for two-dimensional point // classes only) |
cv::Scalar class
size classes
cv::Rect class
cv::RotatedRect class
fixed matrix classes
fixed vector classes
complex number classes
associated with the STL complex number class template complex<>
Helper Objects
cv::TermCriteria class
Many algorithms require a stopping condition to know when to quit
-
COUNT
orMAX_ITER
- 停止条件通常是有限的迭代数或出现错误参数
cv::TermCriteria
封装一个或两个停止条件,直接传递给OpenCV算法
有三个成员变量type
, maxCount
, epsilon
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