【OpenCV：從零到一】09：腐蝕和膨脹|滑動條

前言
這是我《OpenCV：從零到一》專欄的第九篇博客，想看跟多請戳這。
本文概要
滑動條的設置createTrackbar
getStructuringElement
腐蝕操作 erode
膨脹操作dilate
案例代碼
大概內容： 滑動條控制圖片的腐蝕/膨脹程度。

#include <opencv2/opencv.hpp> 
#include <iostream> 
using namespace cv;

void CallBack_Demo(int, void*);

Mat src, dst;
char OUTPUT_WIN[] = "output image";
int element_size = 3;
int max_size = 21;

int main(int argc, char** argv) {
	src = imread("D:\\86186\\Documents\\opencv\\lena.jpg");
	if (!src.data) {
		printf("could not load image...\n");
		return -1;
	}
	namedWindow("input image", WINDOW_AUTOSIZE);
	imshow("input image", src);

	namedWindow(OUTPUT_WIN, WINDOW_AUTOSIZE);
	createTrackbar("Element Size :", OUTPUT_WIN, &element_size, max_size, CallBack_Demo);
	CallBack_Demo(0, 0);

	waitKey(0);
	return 0;
}

void CallBack_Demo(int, void*) {
	int s = element_size * 2 + 1;
	Mat structureElement = getStructuringElement(MORPH_RECT, Size(s, s), Point(-1, -1));
	// dilate(src, dst, structureElement, Point(-1, -1), 1);
	erode(src, dst, structureElement);
	imshow(OUTPUT_WIN, dst);
	return;
}

運行效果:


解析及注意事項

• 滑動條可以方便的在一次運行中試驗多組數據,不用像上一篇，那樣運行這麼多次。
• createTrackbar(“屬性名”, “輸出的窗口名”, &初始值, 最大值, 回調函數);
• 形態學的大多數操作都基於腐蝕和膨脹，他們跟卷積操作類似，假設有圖像A和結構元素B，結構元素B在A上面移動，其中B定義其中心爲錨點，計算B覆蓋下A的最大或者最小的像素值用來替換錨點的像素，其中B作爲結構體可以是任意形狀。
• erode(src, dst, 操作算子);操作算子可以通過下面的方法來獲得
• getStructuringElement(類型的宏, 核的大小, 錨點);類型的宏以及錨點對CROSS類型的影響如下圖
  

全註釋代碼

#include <opencv2/opencv.hpp> 
#include <iostream> 
using namespace cv;

void CallBack_Demo(int, void*);

Mat src, dst;
char OUTPUT_WIN[] = "output image";
int element_size = 3;
int max_size = 21;

int main(int argc, char** argv) {
	src = imread("D:\\86186\\Documents\\opencv\\lena.jpg");
	if (!src.data) {
		printf("could not load image...\n");
		return -1;
	}
	namedWindow("input image", WINDOW_AUTOSIZE);
	imshow("input image", src);

	namedWindow(OUTPUT_WIN, WINDOW_AUTOSIZE);
	createTrackbar("Element Size :", OUTPUT_WIN, &element_size, max_size, CallBack_Demo);
	/*
	參數列表
		const String & 	trackbarname,//Name of the created trackbar
		const String & 	winname,//Name of the window that will be used as a parent of the created trackbar.//窗口要已創建
		int * 	value,//Optional pointer to an integer variable whose value reflects the position of the slider. 
					 //Upon creation, the slider position is defined by this variable.//滑動條的初始值
		int count,//Maximal position of the slider. The minimal position is always 0.//滑動條的最大值(最小值默認爲0)
		TrackbarCallback onChange = 0,//Pointer to the function to be called every time the slider changes position.
				//This function should be prototyped as void Foo(int,void*); //回調函數
				//where the first parameter is the trackbar position and the second parameter is the user data.
		void * 	userdata = 0 //	User data that is passed as is to the callback. It can be used to handle trackbar events without using global variables.
	最後一個參數是用來回傳回調函數裏的數據的,一般很少用
	*/
	CallBack_Demo(0, 0);

	waitKey(0);
	return 0;
}

void CallBack_Demo(int, void*) {
	int s = element_size * 2 + 1;
	Mat structureElement = getStructuringElement(MORPH_RECT, Size(s, s), Point(-1, -1));
	/*Returns a structuring element of the specified size and shape for morphological operations.
	t shape, //Element shape that could be one of MorphShapes
			//MorphShapes : MORPH_RECT   MORPH_CROSS  MORPH_ELLIPSE
	Size ksize,//Size of the structuring element.
	Point 	anchor = Point(-1,-1) //Anchor position within the element. The default value (−1,−1) means that the anchor is at the center.
		//Note that only the shape of a cross-shaped element depends on the anchor position. 
		//In other cases the anchor just regulates how much the result of the morphological operation is shifted.
	*/
	// dilate(src, dst, structureElement, Point(-1, -1), 1);
	erode(src, dst, structureElement);//dilate和erode的參數一模一樣
	/*
	InputArray 	src,
	OutputArray 	dst,
	InputArray 	kernel,structuring element used for erosion; Kernel can be created using getStructuringElement
	Point 	anchor = Point(-1,-1),
	int 	iterations = 1,//number of times dilation is applied.
	int 	borderType = BORDER_CONSTANT,
	const Scalar & 	borderValue = morphologyDefaultBorderValue() //border value in case of a constant border
	*/
	imshow(OUTPUT_WIN, dst);
	return;
}

翻譯筆記
slider 滑動器，滑桿；浮動塊，滑動塊；
prototyped 原型
morphology 形態學
erosion 腐蝕
dilation 膨脹