Direct Graphical Models  v.1.7.0
DirectGraphicalModels::fex::CSparseCoding Member List

This is the complete list of members for DirectGraphicalModels::fex::CSparseCoding, including all inherited members.

calculate_D(const Mat &X, Mat &D, const Mat &W, float gamma, unsigned int nIt=800, float lRate=SC_LRATE_D)DirectGraphicalModels::fex::CSparseDictionaryprotectedstatic
calculate_W(const Mat &X, const Mat &D, Mat &W, float lambda, float epsilon, unsigned int nIt=800, float lRate=SC_LRATE_W)DirectGraphicalModels::fex::CSparseDictionaryprotectedstatic
calculateCost(const Mat &X, const Mat &D, const Mat &W, float lambda, float epsilon, float gamma)DirectGraphicalModels::fex::CSparseDictionaryprotectedstatic
calculateGradient(grad_type gType, const Mat &X, const Mat &D, const Mat &W, float lambda, float epsilon, float gamma)DirectGraphicalModels::fex::CSparseDictionaryprotectedstatic
CSparseCoding(const Mat &img)DirectGraphicalModels::fex::CSparseCodinginline
CSparseDictionary(void)DirectGraphicalModels::fex::CSparseDictionaryinline
data2img(const Mat &X, cv::Size imgSize)DirectGraphicalModels::fex::CSparseDictionarystatic
empty(void) constDirectGraphicalModels::fex::CSparseDictionaryinline
get(void) constDirectGraphicalModels::fex::CSparseCodinginlinevirtual
get(const Mat &img, const Mat &D, SqNeighbourhood nbhd=sqNeighbourhood(3))DirectGraphicalModels::fex::CSparseCodingstatic
get_v(const Mat &img, const Mat &D, SqNeighbourhood nbhd=sqNeighbourhood(3))DirectGraphicalModels::fex::CSparseCodingstatic
getBlockSize(void) constDirectGraphicalModels::fex::CSparseDictionaryinline
getDictionary(void) constDirectGraphicalModels::fex::CSparseDictionaryinline
getDictionary(const std::string &fileName)DirectGraphicalModels::fex::CSparseDictionaryinlinestatic
getNumWords(void) constDirectGraphicalModels::fex::CSparseDictionaryinline
GRAD_D enum valueDirectGraphicalModels::fex::CSparseDictionaryprotected
grad_type enum nameDirectGraphicalModels::fex::CSparseDictionaryprotected
GRAD_W enum valueDirectGraphicalModels::fex::CSparseDictionaryprotected
IFeatureExtractor(const Mat &img)DirectGraphicalModels::fex::IFeatureExtractorinline
ILocalFeatureExtractor(const Mat &img)DirectGraphicalModels::fex::ILocalFeatureExtractorinline
img2data(const Mat &img, int blockSize, float varianceThreshold=0.0f)DirectGraphicalModels::fex::CSparseDictionarystatic
load(const std::string &fileName)DirectGraphicalModels::fex::CSparseDictionary
m_imgDirectGraphicalModels::fex::IFeatureExtractorprotected
save(const std::string &fileName) constDirectGraphicalModels::fex::CSparseDictionary
train(const Mat &X, word nWords, dword batch=2000, unsigned int nIt=1000, float lRate=SC_LRATE_D, const std::string &fileName=std::string())DirectGraphicalModels::fex::CSparseDictionary
~CSparseCoding(void)DirectGraphicalModels::fex::CSparseCodinginlinevirtual
~CSparseDictionary(void)DirectGraphicalModels::fex::CSparseDictionaryinlinevirtual
~IFeatureExtractor(void)DirectGraphicalModels::fex::IFeatureExtractorinlinevirtual
~ILocalFeatureExtractor(void)DirectGraphicalModels::fex::ILocalFeatureExtractorinlinevirtual