bool BagOfWordsExtractor::dictionarize()
{
//adjust the shape of the sample matrix in case it was not completely filled.
if(current_row<max_bow_features)
return false;
fprintf(stdout,"dictionarizing!\n");
cv::Mat cluster_labels(n_centers,1,CV_32S);
cv::kmeans(samples,n_centers,cluster_labels,cv::TermCriteria(CV_TERMCRIT_EPS + CV_TERMCRIT_ITER, 30, 0.1),n_attempts,cv::KMEANS_RANDOM_CENTERS,¢ers);
fprintf(stdout,"dictionarized!\n");
//save the dictionary
fstream f_dic;
f_dic.open((context_path+"/"+name+"-"+time_tag+".dict").c_str(),fstream::out | ios_base::binary);
float *tmp_centers=new float[centers.rows*centers.cols];
for(int i=0; i<centers.rows; i++)
for(int j=0; j<centers.cols; j++)
tmp_centers[i*centers.cols+j]=centers.at<float>(i,j);
f_dic.write((char*)tmp_centers,sizeof(float)*centers.rows*centers.cols);
f_dic.close();
fstream f_dic_ini;
f_dic_ini.open((context_path+"/"+name+"-"+time_tag+".ini").c_str(),fstream::out);
f_dic_ini<<"dictionary_type"<<TABS<<type<<endl;
f_dic_ini<<"n_words"<<TABS<<n_centers<<endl;
f_dic_ini<<"word_dimension"<<TABS<<bow_feature_size<<endl;
f_dic_ini<<"dictionary"<<TABS<<name+"-"+time_tag<<endl;
f_dic_ini.close();
update_ini();
dictionarized=true;
return true;
}
int
do_install(void)
{
int rc=0;
char buf[MAXSTR];
char gsviewdir[MAXSTR];
char gstoolsdir[MAXSTR];
install_init();
gs_addmess("Destination ");
gs_addmess(destdir);
gs_addmess("\n");
gs_addmess("Installing GSview: ");
if (install_gsview)
gs_addmess("true\n");
else
gs_addmess("false\n");
gs_addmess("Installing Ghostscript: ");
if (install_gs)
gs_addmess("true\n");
else
gs_addmess("false\n");
if (!rc) {
char logname[MAXSTR];
char *p;
strcpy(gsviewdir, destdir);
if (strlen(gsviewdir) == 2)
strcat(gsviewdir, "\\"); /* is root directory */
strcpy(gstoolsdir, gsviewdir);
if (strlen(gsviewdir) && (gsviewdir[strlen(gsviewdir)-1] != '\\'))
strcat(gsviewdir, "\\");
strcat(gsviewdir, gsviewbase);
mkdirall(gsviewdir);
strcpy(logname, gsviewdir);
strcat(logname, "\\");
strcat(logname, GSVIEW_ZIP);
p = strrchr(logname, '.');
strcpy(p, ".log");
unziplogfile = fopen(logname, "w"); /* don't append */
if (unziplogfile == (FILE *)NULL) {
load_string(IDS_CANTOPENWRITE, buf, sizeof(buf));
sprintf(error_message, buf, logname);
rc = 1;
}
}
if (install_gs || install_gsview) {
if (!rc) {
/* copy unzip DLL so we don't demand load it from floppy */
strcpy(unzipname, gsviewdir);
strcat(unzipname, "\\");
strcat(unzipname, szUnzipDll);
strcpy(buf, sourcedir);
strcat(buf, szUnzipDll);
rc = copyfile(unzipname, buf);
}
if (cancelling)
rc = 1;
/* unzip GSview and Ghostscript */
if (!rc) {
char zipname[MAXSTR];
load_unzip(unzipname, phInstance,
find_page_from_id(IDD_TEXTWIN)->hwnd, (HWND)NULL);
if (!rc && install_gsview) {
rc = unzip_to_dir(GSVIEW_ZIP, gsviewdir);
if (cancelling)
rc = 1;
}
#ifdef OS2
if (!rc) {
/* install EMX if needed */
char emxbuf[MAXSTR];
sprintf(emxbuf, "%s\\", bootdrive);
if (!emx)
rc = unzip_to_dir(EMXZIP, emxbuf);
if (cancelling)
rc = 1;
}
#endif
if (!rc && install_gs) {
if (gsver < 600) {
sprintf(zipname, "%sini.zip", gs_zipprefix);
if (!rc)
rc = unzip_to_dir(zipname, gstoolsdir);
if (cancelling)
rc = 1;
}
#ifdef OS2
sprintf(zipname, "%sos2.zip", gs_zipprefix);
#else
sprintf(zipname, "%sw32.zip", gs_zipprefix);
#endif
if (!rc)
rc = unzip_to_dir(zipname, gstoolsdir);
if (cancelling)
rc = 1;
if (gsver < 600) {
sprintf(zipname, "%sfn1.zip", gs_zipprefix);
if (!rc) {
strcpy(buf, gstoolsdir);
if (strlen(buf) && (buf[strlen(buf)-1] != '\\'))
strcat(buf, "\\");
strcat(buf, gs_basedir);
rc = unzip_to_dir(zipname, buf);
if (cancelling)
rc = 1;
}
}
}
gs_chdir(workdir);
free_unzip();
}
/* remove unneeded unzip DLL */
unlink(unzipname);
}
if (!rc && install_autoexec)
rc = update_config();
if (cancelling)
rc = 1;
if (!rc && install_group)
rc = create_object();
if (cancelling)
rc = 1;
if (!rc) {
#ifdef OS2
char szIniName[MAXSTR];
strcpy(szIniName, bootdrive);
strcat(szIniName, "\\os2\\gvpm.ini");
#endif
/* This doesn't work for Windows per user profiles */
rc = update_ini(szIniName);
}
if (cancelling)
rc = 1;
if (unziplogfile!=(FILE *)NULL)
fclose(unziplogfile);
return rc;
}