700字范文,内容丰富有趣,生活中的好帮手!
700字范文 > C++自定义自适应中值滤波

C++自定义自适应中值滤波

时间:2019-12-01 23:26:42

相关推荐

C++自定义自适应中值滤波

Mat autoMedFilter(Mat img, int filter_size,int max_filter_size) {//滤波器尺寸必须是奇数if ((filter_size % 2) != 1 || filter_size >= img.cols || filter_size >= img.rows){printf("wrong size of the filter");return img;}//获取图片信息Mat OrignImg = img;Mat med_filter = Mat(img.size(), CV_8U, Scalar(0));int width = img.cols;int hight = img.rows;//自适应中值滤波for (int i = ((filter_size - 1) / 2); i < width - ((filter_size -1) / 2); i++) {for (int j = ((filter_size - 1) / 2); j < hight - ((filter_size-1) / 2); j++){uchar max_pixel = 0;uchar min_pixel = 255;int med_pixel = 0;//存储像素值std::vector<uchar> filter;//判断选择合适大小的滤波器int filter_size_l = filter_size;do{filter.clear();//清空滤波器for (int k = i - ((filter_size_l - 1) / 2); k <= i + ((filter_size_l - 1) / 2); k++)for (int m = j - ((filter_size_l - 1) / 2); m <= j + ((filter_size_l - 1) / 2); m++){filter.push_back(OrignImg.at<uchar>(m, k));}//找最高最低中值像素,对滤波器内像素排序for (int fl_i = 0; fl_i < filter.size()-1; fl_i++){int fl_ii = fl_i;while ((fl_ii >= 0 )&& (filter[fl_ii] > filter[fl_ii + 1])){int temp = filter[fl_ii+1];filter[fl_ii+1] = filter[fl_ii];filter[fl_ii] = temp;fl_ii--;}}max_pixel = filter[filter.size() - 1];min_pixel = filter[0];med_pixel = filter[filter.size() / 2];filter_size_l = filter_size_l + 2;//滤波器尺寸加2} while (((med_pixel <= min_pixel) || (med_pixel >= max_pixel))&&((filter_size_l < max_filter_size)&&(filter_size_l<(2*i+1))&&(filter_size_l<(2*j+1)&&(filter_size_l < 2*(hight - j))&& (filter_size_l < 2*(width- i)))));//if (OrignImg.at<uchar>(j, i) == min_pixel || max_pixel == OrignImg.at<uchar>(j, i)){med_filter.at<uchar>(j, i) = med_pixel;}elsemed_filter.at<uchar>(j, i) = OrignImg.at<uchar>(j, i);//med_filter.at<uchar>(j, i) = med_pixel;}}return med_filter;}

本内容不代表本网观点和政治立场,如有侵犯你的权益请联系我们处理。
网友评论
网友评论仅供其表达个人看法,并不表明网站立场。