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% CUBOIDS/RECOGNITION % See also%% Demo% recognition_demo - Describes all steps of behavior recognition; example for facial expressions.% datadir - Get location of data; alter file depending on location of dataset.%% Feature detection and description.% featuresLG - Feature detection and description applied to .mat behavior data. % featuresLGconv - Convert features to DATASETS format so output is same as after featuresSM.% featuresLGdesc - Applies descriptor to every cuboid of every clip of every set.% featuresLGdetect - Detects features for each set of cuboids using stfeatures.% featuresLGpca - Dimensionality reduction for cuboids descriptors.% featuresSM - Feature detection and description applied to DATASETS behavior data. % featuresSMdesc - Applies descriptor to every cuboid of every clip of every set.% featuresSMdetect - Detects features for each set of cuboids using stfeatures.% featuresSMpca - Dimensionality reduction for cuboids descriptors.%% Conversion between various data formats.% conv_clips2datasets - Converts between representations of behavior (mat -> DATASETS).% conv_clips2movies - Converts between representations of behavior (avi -> mat).% conv_datasets2clips - Converts between representations of behavior (DATASETS -> mat).% conv_movies2clips - Converts between representations of behavior (mat -> avi).% conv_movies2divx - Converts between representations of behavior (avi -> compressed avi).%% Classification.% recog_clipdesc - Creates a clip descriptor that is simply a histogram of cuboids present. % recog_clipsdesc - Create descriptor of every clip.% recog_cluster - Clusters all cuboids in DATASETS (based on their descriptions).% recog_test - Test the performance of behavior recognition using the cuboid representation.% recog_test_nfold - Test the performance of behavior recognition using cross validation.
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