/* * gabor * * gabor in scilab * */ // Created by Samiran Roy, mail: samiranroy@cse.iitb.ac.in // An implementation of gabor method of matlab // Usage: // gabor(wavelength,orientation) - Generates a gabor kernel with the given wavelength and orientation // wavelength: pixels/cycle of the sinusoidal carrier, must be >=2 // orientation: orientation of the filter in degrees, must be between [0,360] #include #include "opencv2/core/core.hpp" #include "opencv2/highgui/highgui.hpp" #include "opencv2/opencv.hpp" #include using namespace cv; using namespace std; extern "C" { #include "api_scilab.h" #include "Scierror.h" #include "BOOL.h" #include #include "sciprint.h" #include "../common.h" int opencv_gabor(char *fname, unsigned long fname_len) { SciErr sciErr; int intErr = 0; int iRows = 0, iCols = 0; int *piAddr = NULL; int *piAddr1 = NULL; int *piAddr2 = NULL; int error; double wavelength; double orientation; // Get the number of input arguments int inputarg = *getNbInputArgument(pvApiCtx); // String holding the second argument int iRet = 0; char *pstData = NULL; // Checking input argument CheckInputArgument(pvApiCtx, 2, 2); CheckOutputArgument(pvApiCtx, 1, 1); // Geting the wavelength sciErr = getVarAddressFromPosition(pvApiCtx, 1, &piAddr1); if (sciErr.iErr) { printError(&sciErr, 0); return 0; } intErr = getScalarDouble(pvApiCtx, piAddr1, &wavelength); if (sciErr.iErr) { printError(&sciErr, 0); return intErr; } if (wavelength < 2) { sciprint("Wavelength must be >=2"); return 0; } // Getting the orientation sciErr = getVarAddressFromPosition(pvApiCtx, 2, &piAddr2); if (sciErr.iErr) { printError(&sciErr, 0); return 0; } intErr = getScalarDouble(pvApiCtx, piAddr2, &orientation); if (sciErr.iErr) { printError(&sciErr, 0); return intErr; } if ((orientation < 0) || (orientation > 360)) { sciprint("Orientation must be in the range [0,360]"); return 0; } double sigma = (1 / CV_PI) * sqrt(log(2) / 2) * 3 * wavelength; // calculating sigma following matlab convention orientation = (orientation / 360) * 2 * CV_PI; // Converting degree to radian int K_size = 33 + 16 * (wavelength - 2); // size of kernel following matlab convention Mat new_image = getGaborKernel(cv::Size(K_size, K_size), sigma, orientation, wavelength, 0.5, 0); // sciprint("\n"); // for (int i = 0; i < new_image.rows; i++) { // for (int j = 0; j < new_image.cols; j++) { // sciprint("%f ", new_image.at(i,j)); // } // sciprint("\n"); // } // new_image is sent to scilab as output int temp = nbInputArgument(pvApiCtx) + 1; string tempstring = type2str(new_image.type()); char *checker; checker = (char *)malloc(tempstring.size() + 1); memcpy(checker, tempstring.c_str(), tempstring.size() + 1); returnImage(checker, new_image, 1); free(checker); // Assigning the list as the Output Variable AssignOutputVariable(pvApiCtx, 1) = nbInputArgument(pvApiCtx) + 1; // Returning the Output Variables as arguments to the Scilab environment ReturnArguments(pvApiCtx); return 0; } /* ==================================================================== */ }