在OpenCV中检测拳击对象
我目前正在实现连接组件算法，算法的最后一步要求我将包含在框中的对象包含在内。我试图在框中包含一个对象，结果就是这样：
正如您所看到的，其中一些似乎被封装在一个盒子里。除非我拉伸imshow函数输出的窗口，并且当我预期有一条灰色阴影的线条时，它们中的一些还有颜色，所以看不到盒子的某些线条。
我的问题是：对象是否真的被封闭，因为我记得当我将类似的代码运行到不同的操作系统时，有颜色的线条根本看不到，但在我的电脑中看到。另外，为什么有些线条呈现出不同的颜色，因为我期待一片灰色。
Mat src, src_gray;
Mat dst, detected_edges;
const char* window_name = "THRESHOLDED IMAGE";
/**
* @function connectedComponent
*/
static void connectedComponent(int, void*)
{
Mat test; //dummy
Mat sub;
int newObject = 0;
int zeroTest = 0, nonZero = 0;
int arr[5] = {0,0,0,0,0};
/// Reduce noise with a kernel 3x3
blur( src_gray,detected_edges, Size(3,3) ); //filtering out of noise
namedWindow("INITIAL", WINDOW_NORMAL);
imshow("INITIAL",detected_edges);
resizeWindow("INITIAL", 300, 300);
threshold(detected_edges, detected_edges, 0,255, THRESH_BINARY | THRESH_OTSU);
int** newSub = new int*[detected_edges.rows];
for(int i = 0; i < detected_edges.rows; i++)
newSub[i] = new int[detected_edges.cols];
for(int i = 0; i < detected_edges.rows; i++){
for(int j = 0; j < detected_edges.cols; j++){
newSub[i][j] = 0;
}
}
/*INITIAL MARKING LOOP*/
for(int i = 0; i < detected_edges.rows; i++){
for(int j = 0; j < detected_edges.cols; j++){
if(detected_edges.at<uchar>(i,j) == 0){
if(i-1 < 0 && j-1 < 0){
newObject = newObject + 1; //no values
newSub[i][j] = newObject;
}else if(i-1 >= 0 && j-1 < 0){
if(newSub[i-1][j] != 0){
newSub[i][j] = newSub[i-1][j]; //only up has value
}else{
newObject = newObject + 1; //no values
newSub[i][j] = newObject;
}
}else if(i-1 < 0 && j-1 >= 0){
if(newSub[i-1][j] != 0){
newSub[i][j] = newSub[i-1][j]; //only left has value
}else{
newObject = newObject + 1; //no values
newSub[i][j] = newObject;
}
}else{
if(newSub[i-1][j] == 0 && newSub[i][j-1] == 0){
newObject = newObject + 1; //no values
newSub[i][j] = newObject;
}else if(newSub[i-1][j] == newSub[i][j-1]){ //same value
newSub[i][j] = newSub[i-1][j];
}else if((newSub[i-1][j] != 0 && newSub[i][j-1] == 0)){
newSub[i][j] = newSub[i-1][j]; //only up has value
}else if(newSub[i-1][j] == 0 && newSub[i][j-1] != 0 ){
newSub[i][j] = newSub[i][j-1]; //only left has value
}else if(newSub[i-1][j] != newSub[i][j-1]){
newSub[i][j] = newSub[i-1][j]; //different values follow upper's value
}
}
}
}
}
int a = 1;
int maxRows = detected_edges.rows;
int maxCols = detected_edges.cols;
/*CONNECTING PIXELS RIGHT-BOTTOM*/
while(a < newObject){
int update = 0;
for(int i = 0; i < maxRows; i++){
for(int j = 0; j < maxCols; j++){
if(newSub[i][j] == a){
if(i+1 < maxRows && j+1 < maxCols){
if(newSub[i][j+1] > a){ //both points allowed
int value = newSub[i][j+1]; //get the value I need to replace
for(int h = 0; h < maxRows; h++){
for(int k = 0; k < maxCols; k++){
if(newSub[h][k] == value){ //replace all instances of that value
newSub[h][k] = a;
}
}
}
update = 1;
}
if(newSub[i+1][j] > a){ //both points allowed
int value = newSub[i+1][j]; //get the value I need to replace
for(int h = 0; h < maxRows; h++){
for(int k = 0; k < maxCols; k++){
if(newSub[h][k] == value){
newSub[h][k] = a; //replace all instances of that value
}
}
}
update = 1;
}
}else if(i+1 > maxRows && j+1 < maxCols){
if(newSub[i][j+1] > a){ //bottom is not allowed
int value = newSub[i][j+1]; //get the value I need to replace
for(int h = 0; h < maxRows; h++){
for(int k = 0; k < maxCols; k++){
if(newSub[h][k] == value){
newSub[h][k] = a; //replace all instances of that value
}
}
}
update = 1;
}
}else if(i+1 < maxRows && j+1 > maxCols){
if(newSub[i+1][j] > a){ //right is not allowed
int value = newSub[i+1][j]; //get the value I need to replace
for(int h = 0; h < maxRows; h++){
for(int k = 0; k < maxCols; k++){
if(newSub[h][k] == value){ //replace all instances of that value
newSub[h][k] = a;
}
}
}
update = 1;
}
}
}
}
}
a++;
}
/*CONNECTING PIXELS LEFT-TOP*/
a = newObject;
while(a > 0){
int update = 0;
for(int i = maxRows-1; i > 0; i--){
for(int j = maxCols-1; j > 0 ; j--){
if(newSub[i][j] == a){
if(i-1 >= 0 && j-1 >= 0){
if(newSub[i][j-1] > a){ //both points allowed
int value = newSub[i][j-1]; //get the value I need to replace
for(int h = 0; h < maxRows; h++){
for(int k = 0; k < maxCols; k++){
if(newSub[h][k] == value){
newSub[h][k] = a;
}
}
}
update = 1;
}
if(newSub[i-1][j] > a){
int value = newSub[i-1][j]; //get the value I need to replace
for(int h = 0; h < maxRows; h++){
for(int k = 0; k < maxCols; k++){
if(newSub[h][k] == value){ //replace all instances of that value
newSub[h][k] = a;
}
}
}
update = 1;
}
}else if(i-1 >= 0 && j-1 < 0){
if(newSub[i][j-1] > a){ //left is not allowed
int value = newSub[i][j-1]; //get the value I need to replace
for(int h = 0; h < maxRows; h++){
for(int k = 0; k < maxCols; k++){ //replace all instances of that value
if(newSub[h][k] == value){
newSub[h][k] = a;
}
}
}
update = 1;
}
}else if(i-1 < 0 && j-1 >= 0){
if(newSub[i-1][j] > a){ //top is not allowed
int value = newSub[i-1][j]; //get the value I need to replace
for(int h = 0; h < maxRows; h++){
for(int k = 0; k < maxCols; k++){ //replace all instances of that value
if(newSub[h][k] == value){
newSub[h][k] = a;
}
}
}
update = 1;
}
}
}
}
}
a--;
}
for(int i = 0; i < maxRows; i++){
for(int j = 0; j < maxCols; j++){
int check = 0;
if(newSub[i][j] != 0){
for(int k = 0; k < 5; k++){
if(newSub[i][j] == arr[k]){ //check if there is an instance of the value in the given array of values
check = 1;
break;
}
}
if(check == 0){
for(int r = 0; r < 5; r++){
if(arr[r] == 0){
arr[r] = newSub[i][j]; //if new value is found add to array
break;
}
}
}
}
}
}
/*
I HAVE AN ARRAY CONTAINING ALL VALUES
**/
src.copyTo( sub, detected_edges);
sub = Scalar::all(0);
/*SET AN INTENSITY FOR CORRESPONDING VALUES*/
int intensity = 50;
a = 0;
while(a < 5){
int update = 0;
for(int i = 0; i < maxRows; i++){
for(int j = 0; j < maxCols; j++){
if(newSub[i][j] == arr[a]){
sub.at<uchar>(i,j) = intensity;
}
}
}
a++;
intensity = intensity + 50;
}
a = 250;
/*GETTING MIN-MAX COORDINATES*/
while(a >= 50){
int setter = 0;
int minRow = 0;
int minCol = 0;
int maxRow = 0;
int maxCol = 0;
for(int i = 0; i < maxRows; i++){
for(int j = 0; j < maxCols; j++){
if(sub.at<uchar>(i,j) == a){
if(setter == 0){
minRow = i;
minCol = j;
maxRow = i;
maxCol = j;
setter = 1;
}else{
if(i <= minRow){
minRow = i;
}
else{
if(i > maxRow){
maxRow = i;
}
}
if(j <= minCol){
minCol = j;
}
else{
if(j > maxCol){
maxCol = j;
}
}
}
}
}
}
/*THIS IS WHERE I MAKE MY BOUNDING BOX*/
for(int i = minRow; i < maxRow; i++){
sub.at<uchar>(i,minCol) = 255; //set up the horizontal lines
sub.at<uchar>(i,maxCol) = 255;
}
for(int i = minCol; i < maxCol; i++){
sub.at<uchar>(minRow,i) = 255; //set up the vertical lines
sub.at<uchar>(maxRow,i) = 255;
}
a = a - 50;
}
dst = Scalar::all(0);
src.copyTo( dst, detected_edges);
imshow( window_name, dst );
namedWindow("FINAL", WINDOW_NORMAL);
imshow("FINAL",sub); //final output
resizeWindow("FINAL", 300, 300);
for(int i = 0; i < detected_edges.rows; i++)
delete[] newSub[i];
delete[] newSub;
}
/**
* @function main
*/
int main( int, char** argv )
{
/// Load an image
src = imread( argv[1] );
if( src.empty() )
{ return -1; }
/// Create a matrix of the same type and size as src (for dst)
dst.create( src.size(), src.type() );
/// Convert the image to grayscale
cvtColor( src, src_gray, COLOR_BGR2GRAY ); //grayscale for one channel for easy computation
/// Create a window
namedWindow( window_name, WINDOW_NORMAL );
resizeWindow(window_name, 300,300);
/// Show the image
connectedComponent(0, 0);
/// Wait until user exit program by pressing a key
waitKey(0);
return 0;
}
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