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大小: 1.43MB文件類型: .rar金幣: 1下載: 0 次發(fā)布日期: 2021-01-09
- 語言: 其他
- 標(biāo)簽: OpenCV,SVM??
資源簡介
基于OpenCV實現(xiàn)的圖像分類源碼,使用了Bag of Words方法,本程序包括:圖像特征字典訓(xùn)練程序、SVM分類器訓(xùn)練程序、圖像分類程序。
代碼片段和文件信息
#include?“ImageClassPredictor.h“
#include?
#include?
#include?
using?namespace?cv;
using?namespace?std;
ImageClassPredictor::ImageClassPredictor(std::string?vocabulary_file_name?std::string?classifier_file_prefix):?
????feature_detector(new?SurfFeatureDetector(400))?
????//descriptor_matcher(new?BruteForceMatcher>)
????descriptor_matcher(new?FlannbasedMatcher())
????descriptor_extractor(new?OpponentColorDescriptorExtractor(PtrriptorExtractor>(new?SurfDescriptorExtractor(400))))
{
????bool?ret?=?LoadVocabulary(vocabulary_file_name);
????assert(ret);
????ret?=?LoadSVMClassifiers(classifier_file_prefix);
????assert(ret);
????//feature_detector?=?Ptr(new?PyramidAdapte
?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????文件???????4228??2013-06-09?17:13??85375565SVM-image-classification--OpenCV--\基于SVM與BoW的圖片分類的OpenCV實現(xiàn)\src\ImageCategorization\ImageCategorization\ImageCategorization.vcxproj
?????文件???????1367??2013-06-06?19:34??85375565SVM-image-classification--OpenCV--\基于SVM與BoW的圖片分類的OpenCV實現(xiàn)\src\ImageCategorization\ImageCategorization\ImageCategorization.vcxproj.filters
?????文件????????912??2013-06-09?17:36??85375565SVM-image-classification--OpenCV--\基于SVM與BoW的圖片分類的OpenCV實現(xiàn)\src\ImageCategorization\ImageCategorization\ImageCategorization.vcxproj.user
?????文件???????5773??2013-06-09?23:26??85375565SVM-image-classification--OpenCV--\基于SVM與BoW的圖片分類的OpenCV實現(xiàn)\src\ImageCategorization\ImageCategorization\ImageClassPredictor.cpp
?????文件????????764??2013-06-09?00:05??85375565SVM-image-classification--OpenCV--\基于SVM與BoW的圖片分類的OpenCV實現(xiàn)\src\ImageCategorization\ImageCategorization\ImageClassPredictor.h
?????文件???????6370??2013-06-09?23:51??85375565SVM-image-classification--OpenCV--\基于SVM與BoW的圖片分類的OpenCV實現(xiàn)\src\ImageCategorization\ImageCategorization\main.cpp
?????文件???????2408??2013-06-08?20:10??85375565SVM-image-classification--OpenCV--\基于SVM與BoW的圖片分類的OpenCV實現(xiàn)\src\ImageCategorization\ImageCategorization\SVMPredictor.cpp
?????文件????????680??2013-06-06?19:09??85375565SVM-image-classification--OpenCV--\基于SVM與BoW的圖片分類的OpenCV實現(xiàn)\src\ImageCategorization\ImageCategorization\SVMPredictor.h
?????文件????????924??2013-06-04?12:06??85375565SVM-image-classification--OpenCV--\基于SVM與BoW的圖片分類的OpenCV實現(xiàn)\src\ImageCategorization\ImageCategorization.sln
?????文件???????8187??2013-06-09?23:55??85375565SVM-image-classification--OpenCV--\基于SVM與BoW的圖片分類的OpenCV實現(xiàn)\src\ImageCategorization.rar
?????文件???????3972??2018-08-05?22:42??85375565SVM-image-classification--OpenCV--\基于SVM與BoW的圖片分類的OpenCV實現(xiàn)\src\TrainBOWVocabulary\TrainBOWVocabulary\TrainBOWVocabulary.vcxproj
?????文件????????955??2013-06-05?16:09??85375565SVM-image-classification--OpenCV--\基于SVM與BoW的圖片分類的OpenCV實現(xiàn)\src\TrainBOWVocabulary\TrainBOWVocabulary\TrainBOWVocabulary.vcxproj.filters
?????文件????????785??2013-06-06?13:23??85375565SVM-image-classification--OpenCV--\基于SVM與BoW的圖片分類的OpenCV實現(xiàn)\src\TrainBOWVocabulary\TrainBOWVocabulary\TrainBOWVocabulary.vcxproj.user
?????文件???????4856??2013-06-08?13:47??85375565SVM-image-classification--OpenCV--\基于SVM與BoW的圖片分類的OpenCV實現(xiàn)\src\TrainBOWVocabulary\TrainBOWVocabulary\VocabularyTrainer.cpp
?????文件????7471104??2018-08-05?22:43??85375565SVM-image-classification--OpenCV--\基于SVM與BoW的圖片分類的OpenCV實現(xiàn)\src\TrainBOWVocabulary\TrainBOWVocabulary.sdf
?????文件????????921??2013-06-05?16:07??85375565SVM-image-classification--OpenCV--\基于SVM與BoW的圖片分類的OpenCV實現(xiàn)\src\TrainBOWVocabulary\TrainBOWVocabulary.sln
????..A..H.?????16384??2018-08-05?22:43??85375565SVM-image-classification--OpenCV--\基于SVM與BoW的圖片分類的OpenCV實現(xiàn)\src\TrainBOWVocabulary\TrainBOWVocabulary.v12.suo
?????文件???????4197??2013-06-09?23:56??85375565SVM-image-classification--OpenCV--\基于SVM與BoW的圖片分類的OpenCV實現(xiàn)\src\TrainBOWVocabulary.rar
?????文件???????9379??2013-06-09?20:30??85375565SVM-image-classification--OpenCV--\基于SVM與BoW的圖片分類的OpenCV實現(xiàn)\src\TrainSVMClassifier\TrainSVMClassifier\TrainSVM.cpp
?????文件???????7074??2013-06-06?10:59??85375565SVM-image-classification--OpenCV--\基于SVM與BoW的圖片分類的OpenCV實現(xiàn)\src\TrainSVMClassifier\TrainSVMClassifier\TrainSVMClassifier.vcxproj
?????文件????????946??2013-06-05?14:59??85375565SVM-image-classification--OpenCV--\基于SVM與BoW的圖片分類的OpenCV實現(xiàn)\src\TrainSVMClassifier\TrainSVMClassifier\TrainSVMClassifier.vcxproj.filters
?????文件???????1183??2013-06-08?20:56??85375565SVM-image-classification--OpenCV--\基于SVM與BoW的圖片分類的OpenCV實現(xiàn)\src\TrainSVMClassifier\TrainSVMClassifier\TrainSVMClassifier.vcxproj.user
?????文件????????921??2013-06-05?21:10??85375565SVM-image-classification--OpenCV--\基于SVM與BoW的圖片分類的OpenCV實現(xiàn)\src\TrainSVMClassifier\TrainSVMClassifier.sln
?????文件???????5392??2013-06-09?23:57??85375565SVM-image-classification--OpenCV--\基于SVM與BoW的圖片分類的OpenCV實現(xiàn)\src\TrainSVMClassifier.rar
?????目錄??????????0??2018-09-29?18:46??85375565SVM-image-classification--OpenCV--\基于SVM與BoW的圖片分類的OpenCV實現(xiàn)\src\ImageCategorization\ImageCategorization
?????目錄??????????0??2018-09-29?18:46??85375565SVM-image-classification--OpenCV--\基于SVM與BoW的圖片分類的OpenCV實現(xiàn)\src\TrainBOWVocabulary\TrainBOWVocabulary
?????目錄??????????0??2018-09-29?18:46??85375565SVM-image-classification--OpenCV--\基于SVM與BoW的圖片分類的OpenCV實現(xiàn)\src\TrainSVMClassifier\TrainSVMClassifier
?????目錄??????????0??2018-09-29?18:46??85375565SVM-image-classification--OpenCV--\基于SVM與BoW的圖片分類的OpenCV實現(xiàn)\src\ImageCategorization
?????目錄??????????0??2018-09-29?18:46??85375565SVM-image-classification--OpenCV--\基于SVM與BoW的圖片分類的OpenCV實現(xiàn)\src\TrainBOWVocabulary
?????目錄??????????0??2018-09-29?18:46??85375565SVM-image-classification--OpenCV--\基于SVM與BoW的圖片分類的OpenCV實現(xiàn)\src\TrainSVMClassifier
............此處省略6個文件信息
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