I am working on software using OpenCV in C++ environment. The objective is to detect a boxing glove and draw a bounding box around gloves contours.
as b_m mentioned, you need to apply the morphological operations. Then I'd do something like finding the largest contour in the image and draw the bounding box around that contour only. I had created the following function for a project of mine which I think will help you if used in a correct manner
CvSeq* findLargestContour(CvSeq* contours){
CvSeq* current_contour = contours;
double largestArea = 0;
CvSeq* largest_contour = NULL;
// check we at least have some contours
if (contours == NULL){return NULL;}
while (current_contour != NULL){
double area = fabs(cvContourArea(current_contour));
if(area > largestArea){
largestArea = area;
largest_contour = current_contour;
}
current_contour = current_contour->h_next;
}
// return pointer to largest
return largest_contour;
}