Index

A

AggregatedDbPadDatabase (class in bob.pad.face.database.aggregated_db) AggregatedDbPadFile (class in bob.pad.face.database.aggregated_db) Algorithm (class in bob.pad.base.algorithm) algorithm (in module bob.pad.face.config.frame_diff_svm) (in module bob.pad.face.config.frame_diff_svm_aggregated_db) (in module bob.pad.face.config.lbp_svm) (in module bob.pad.face.config.lbp_svm_aggregated_db) (in module bob.pad.face.config.qm_lr) (in module bob.pad.face.config.qm_one_class_gmm) (in module bob.pad.face.config.qm_one_class_svm_aggregated_db) (in module bob.pad.face.config.qm_svm) (in module bob.pad.face.config.qm_svm_aggregated_db)

annotations (bob.pad.face.database.replay_mobile.ReplayMobilePadFile attribute) annotations() (bob.pad.face.database.aggregated_db.AggregatedDbPadDatabase method) (bob.pad.face.database.mifs.MIFSPadDatabase method) (bob.pad.face.database.msu_mfsd.MsuMfsdPadDatabase method) (bob.pad.face.database.replay.ReplayPadDatabase method) (bob.pad.face.database.replay_mobile.ReplayMobilePadDatabase method)

B

bbx_cropper() (in module bob.pad.face.utils) blocks() (in module bob.pad.face.utils) blocks_generator() (in module bob.pad.face.utils) bob.pad.base.algorithm (module) bob.pad.face.config.aggregated_db (module) bob.pad.face.config.frame_diff_svm (module) bob.pad.face.config.frame_diff_svm_aggregated_db (module) bob.pad.face.config.lbp_svm (module) bob.pad.face.config.lbp_svm_aggregated_db (module) bob.pad.face.config.mifs (module) bob.pad.face.config.msu_mfsd (module) bob.pad.face.config.qm_lr (module)

bob.pad.face.config.qm_one_class_gmm (module) bob.pad.face.config.qm_one_class_svm_aggregated_db (module) bob.pad.face.config.qm_svm (module) bob.pad.face.config.qm_svm_aggregated_db (module) bob.pad.face.config.replay_attack (module) bob.pad.face.config.replay_mobile (module) bob.pad.face.extractor (module) bob.pad.face.preprocessor (module) bob.pad.face.utils (module) bp_order (bob.pad.face.preprocessor.Chrom attribute) (bob.pad.face.preprocessor.LiPulseExtraction attribute) (bob.pad.face.preprocessor.PPGSecure attribute)

C

check_face_size() (bob.pad.face.preprocessor.FrameDifference method) Chrom (class in bob.pad.face.preprocessor) cluster_5quantities() (bob.pad.face.extractor.FrameDiffFeatures method) color_augmentation() (in module bob.pad.face.utils) combine_scores_of_svm_cascade() (bob.pad.base.algorithm.SVMCascadePCA method) comp_block_histogram() (bob.pad.face.extractor.LBPHistogram method) comp_face_bg_diff() (bob.pad.face.preprocessor.FrameDifference method) comp_features() (bob.pad.face.extractor.FrameDiffFeatures method) comp_hist_of_sparse_codes() (bob.pad.face.preprocessor.VideoSparseCoding method) comp_prediction_precision() (bob.pad.base.algorithm.SVM method) (bob.pad.base.algorithm.SVMCascadePCA method)

compute_mse_for_all_patches_types() (bob.pad.face.preprocessor.VideoSparseCoding method) compute_mse_for_all_stacks() (bob.pad.face.preprocessor.VideoSparseCoding method) compute_patches_mean_squared_errors() (bob.pad.face.preprocessor.VideoSparseCoding method) concat (bob.pad.face.extractor.LTSS attribute) convert_arr_to_frame_cont() (bob.pad.face.extractor.FrameDiffFeatures method) convert_arrays_to_frame_container() (bob.pad.face.preprocessor.VideoSparseCoding method) convert_frame_cont_to_grayscale_array() (bob.pad.face.preprocessor.VideoSparseCoding method) convert_sparse_codes_to_frame_container() (bob.pad.face.preprocessor.VideoSparseCoding method) crop_norm_face_grayscale() (bob.pad.face.preprocessor.VideoSparseCoding method) crop_norm_faces_grayscale() (bob.pad.face.preprocessor.VideoSparseCoding method)

D

database (in module bob.pad.face.config.aggregated_db) (in module bob.pad.face.config.mifs) (in module bob.pad.face.config.msu_mfsd) (in module bob.pad.face.config.replay_attack) (in module bob.pad.face.config.replay_mobile) dcratio() (bob.pad.face.extractor.FrameDiffFeatures method) debug (bob.pad.face.extractor.LiSpectralFeatures attribute) (bob.pad.face.extractor.LTSS attribute) (bob.pad.face.extractor.PPGSecure attribute) (bob.pad.face.preprocessor.Chrom attribute) (bob.pad.face.preprocessor.LiPulseExtraction attribute) (bob.pad.face.preprocessor.PPGSecure attribute) (bob.pad.face.preprocessor.SSR attribute)

dtype (bob.pad.face.extractor.LBPHistogram attribute)

E

encode_file_id() (bob.pad.face.database.aggregated_db.AggregatedDbPadFile method) encode_file_path() (bob.pad.face.database.aggregated_db.AggregatedDbPadFile method) eval_background_differences() (bob.pad.face.preprocessor.FrameDifference method) eval_face_differences() (bob.pad.face.preprocessor.FrameDifference method) extract_patches_from_blocks() (bob.pad.face.preprocessor.VideoSparseCoding method) extractor (in module bob.pad.face.config.frame_diff_svm) (in module bob.pad.face.config.frame_diff_svm_aggregated_db) (in module bob.pad.face.config.lbp_svm) (in module bob.pad.face.config.lbp_svm_aggregated_db) (in module bob.pad.face.config.qm_lr) (in module bob.pad.face.config.qm_one_class_gmm) (in module bob.pad.face.config.qm_one_class_svm_aggregated_db) (in module bob.pad.face.config.qm_svm) (in module bob.pad.face.config.qm_svm_aggregated_db)

F

FaceCropAlign (class in bob.pad.face.preprocessor) frame_shape (bob.pad.face.database.replay.ReplayPadDatabase attribute) (bob.pad.face.database.replay_mobile.ReplayMobilePadDatabase attribute) (bob.pad.face.database.replay_mobile.ReplayMobilePadFile attribute) FrameDifference (class in bob.pad.face.preprocessor) FrameDiffFeatures (class in bob.pad.face.extractor) framerate (bob.pad.face.extractor.LiSpectralFeatures attribute) (bob.pad.face.extractor.LTSS attribute) (bob.pad.face.extractor.PPGSecure attribute) (bob.pad.face.preprocessor.Chrom attribute) (bob.pad.face.preprocessor.LiPulseExtraction attribute) (bob.pad.face.preprocessor.PPGSecure attribute)

frames (bob.pad.face.database.replay_mobile.ReplayMobilePadFile attribute) frames() (bob.pad.face.database.replay.ReplayPadDatabase method) (bob.pad.face.database.replay_mobile.ReplayMobilePadDatabase method) (in module bob.pad.face.utils)

G

get_all_blocks_from_color_channel() (bob.pad.face.preprocessor.VideoSparseCoding method) get_cascade_file_names() (bob.pad.base.algorithm.SVMCascadePCA method) get_data_start_end_idx() (bob.pad.base.algorithm.SVMCascadePCA method) get_files_given_groups() (bob.pad.face.database.aggregated_db.AggregatedDbPadDatabase method) get_files_given_single_group() (bob.pad.face.database.aggregated_db.AggregatedDbPadDatabase method) get_mobio_files_given_single_group() (bob.pad.face.database.aggregated_db.AggregatedDbPadDatabase method)

get_sparse_codes_for_list_of_patches() (bob.pad.face.preprocessor.VideoSparseCoding method) get_sparse_codes_for_patches() (bob.pad.face.preprocessor.VideoSparseCoding method) groups (in module bob.pad.face.config.aggregated_db) (in module bob.pad.face.config.mifs) (in module bob.pad.face.config.msu_mfsd) (in module bob.pad.face.config.replay_attack) (in module bob.pad.face.config.replay_mobile)

H

hidden_units (bob.pad.base.algorithm.MLP attribute)

I

ImageQualityMeasure (class in bob.pad.face.extractor)

indent (bob.pad.face.preprocessor.LiPulseExtraction attribute)

L

lamda_ (bob.pad.face.preprocessor.LiPulseExtraction attribute) lbp (bob.pad.face.extractor.LBPHistogram attribute) LBPHistogram (class in bob.pad.face.extractor) lda_subspace_dimension (bob.pad.base.algorithm.PadLDA attribute) LiPulseExtraction (class in bob.pad.face.preprocessor) LiSpectralFeatures (class in bob.pad.face.extractor) load() (bob.pad.face.database.aggregated_db.AggregatedDbPadFile method) (bob.pad.face.database.VideoPadFile method) (bob.pad.face.database.mifs.MIFSPadFile method) (bob.pad.face.database.msu_mfsd.MsuMfsdPadFile method) (bob.pad.face.database.replay_mobile.ReplayMobilePadFile method) load_array_from_hdf5() (bob.pad.face.preprocessor.VideoSparseCoding method)

load_cascade_of_machines() (bob.pad.base.algorithm.SVMCascadePCA method) load_gmm_machine_and_mean_std() (bob.pad.base.algorithm.OneClassGMM method) load_lr_machine_and_mean_std() (bob.pad.base.algorithm.LogRegr method) load_machine() (bob.pad.base.algorithm.SVMCascadePCA method) load_projector() (bob.pad.base.algorithm.Algorithm method) (bob.pad.base.algorithm.LogRegr method) (bob.pad.base.algorithm.OneClassGMM method) (bob.pad.base.algorithm.SVM method) (bob.pad.base.algorithm.SVMCascadePCA method) load_the_dictionaries() (bob.pad.face.preprocessor.VideoSparseCoding method) LogRegr (class in bob.pad.base.algorithm) LTSS (class in bob.pad.face.extractor)

M

max_iter (bob.pad.base.algorithm.MLP attribute) mean_std_normalize() (bob.pad.face.preprocessor.VideoSparseCoding method) MIFSPadDatabase (class in bob.pad.face.database.mifs) MIFSPadFile (class in bob.pad.face.database.mifs)

min_face_size_normalizer() (in module bob.pad.face.utils) MLP (class in bob.pad.base.algorithm) motion (bob.pad.face.preprocessor.Chrom attribute) MsuMfsdPadDatabase (class in bob.pad.face.database.msu_mfsd) MsuMfsdPadFile (class in bob.pad.face.database.msu_mfsd)

N

nfft (bob.pad.face.extractor.LiSpectralFeatures attribute) (bob.pad.face.extractor.LTSS attribute) (bob.pad.face.extractor.PPGSecure attribute)

number_of_frames (bob.pad.face.database.replay_mobile.ReplayMobilePadFile attribute) number_of_frames() (bob.pad.face.database.replay.ReplayPadDatabase method) (bob.pad.face.database.replay_mobile.ReplayMobilePadDatabase method) (in module bob.pad.face.utils)

O

objects() (bob.pad.face.database.aggregated_db.AggregatedDbPadDatabase method) (bob.pad.face.database.msu_mfsd.MsuMfsdPadDatabase method) (bob.pad.face.database.replay.ReplayPadDatabase method) (bob.pad.face.database.replay_mobile.ReplayMobilePadDatabase method) OneClassGMM (class in bob.pad.base.algorithm) original_directory (bob.pad.face.database.msu_mfsd.MsuMfsdPadDatabase attribute) (bob.pad.face.database.replay.ReplayPadDatabase attribute) (bob.pad.face.database.replay_mobile.ReplayMobilePadDatabase attribute)

ORIGINAL_DIRECTORY (in module bob.pad.face.config.aggregated_db) (in module bob.pad.face.config.mifs) (in module bob.pad.face.config.msu_mfsd) (in module bob.pad.face.config.replay_attack) (in module bob.pad.face.config.replay_mobile)

P

PadLDA (class in bob.pad.base.algorithm) pca_subspace_dimension (bob.pad.base.algorithm.PadLDA attribute) PPGSecure (class in bob.pad.face.extractor) (class in bob.pad.face.preprocessor) precision (bob.pad.base.algorithm.MLP attribute) Predictions (class in bob.pad.base.algorithm) preprocessor (in module bob.pad.face.config.frame_diff_svm) (in module bob.pad.face.config.frame_diff_svm_aggregated_db) (in module bob.pad.face.config.lbp_svm) (in module bob.pad.face.config.lbp_svm_aggregated_db) (in module bob.pad.face.config.qm_lr) (in module bob.pad.face.config.qm_one_class_gmm) (in module bob.pad.face.config.qm_one_class_svm_aggregated_db) (in module bob.pad.face.config.qm_svm) (in module bob.pad.face.config.qm_svm_aggregated_db)

project() (bob.pad.base.algorithm.Algorithm method) (bob.pad.base.algorithm.LogRegr method) (bob.pad.base.algorithm.MLP method) (bob.pad.base.algorithm.OneClassGMM method) (bob.pad.base.algorithm.SVM method) (bob.pad.base.algorithm.SVMCascadePCA method) protocol (in module bob.pad.face.config.aggregated_db) (in module bob.pad.face.config.mifs) (in module bob.pad.face.config.msu_mfsd) (in module bob.pad.face.config.replay_attack) (in module bob.pad.face.config.replay_mobile)

R

read_data() (bob.pad.face.preprocessor.VideoSparseCoding method) read_feature() (bob.pad.base.algorithm.Algorithm method) (bob.pad.face.extractor.FrameDiffFeatures method) read_toscore_object() (bob.pad.base.algorithm.Algorithm method) (bob.pad.base.algorithm.PadLDA method)

remove_nan_rows() (bob.pad.face.extractor.FrameDiffFeatures method) ReplayMobilePadDatabase (class in bob.pad.face.database.replay_mobile) ReplayMobilePadFile (class in bob.pad.face.database.replay_mobile) ReplayPadDatabase (class in bob.pad.face.database.replay) ReplayPadFile (class in bob.pad.face.database.replay)

S

save_cascade_of_machines() (bob.pad.base.algorithm.SVMCascadePCA method) save_gmm_machine_and_mean_std() (bob.pad.base.algorithm.OneClassGMM method) save_lr_machine_and_mean_std() (bob.pad.base.algorithm.LogRegr method) save_machine() (bob.pad.base.algorithm.SVMCascadePCA method) scale_face() (in module bob.pad.face.utils) score() (bob.pad.base.algorithm.Algorithm method) (bob.pad.base.algorithm.LogRegr method) (bob.pad.base.algorithm.MLP method) (bob.pad.base.algorithm.OneClassGMM method) (bob.pad.base.algorithm.PadLDA method) (bob.pad.base.algorithm.Predictions method) (bob.pad.base.algorithm.SVM method) (bob.pad.base.algorithm.SVMCascadePCA method) score_for_multiple_projections() (bob.pad.base.algorithm.Algorithm method) (bob.pad.base.algorithm.SVM method) select_all_blocks() (bob.pad.face.preprocessor.VideoSparseCoding method) select_annotated_frames() (bob.pad.face.preprocessor.FrameDifference method) select_random_patches() (bob.pad.face.preprocessor.VideoSparseCoding method) skin_filter (bob.pad.face.preprocessor.Chrom attribute) (bob.pad.face.preprocessor.SSR attribute)

skin_init (bob.pad.face.preprocessor.Chrom attribute) (bob.pad.face.preprocessor.SSR attribute) skin_threshold (bob.pad.face.preprocessor.Chrom attribute) (bob.pad.face.preprocessor.SSR attribute) SSR (class in bob.pad.face.preprocessor) stride (bob.pad.face.preprocessor.SSR attribute) sub_directory (in module bob.pad.face.config.frame_diff_svm) (in module bob.pad.face.config.frame_diff_svm_aggregated_db) (in module bob.pad.face.config.lbp_svm) (in module bob.pad.face.config.lbp_svm_aggregated_db) (in module bob.pad.face.config.qm_lr) (in module bob.pad.face.config.qm_one_class_gmm) (in module bob.pad.face.config.qm_one_class_svm_aggregated_db) (in module bob.pad.face.config.qm_svm) (in module bob.pad.face.config.qm_svm_aggregated_db) subsample_train_videos() (bob.pad.base.algorithm.LogRegr method) SVM (class in bob.pad.base.algorithm) SVMCascadePCA (class in bob.pad.base.algorithm)

T

the_giant_video_loader() (in module bob.pad.face.utils) time (bob.pad.face.extractor.LTSS attribute) train_gmm() (bob.pad.base.algorithm.OneClassGMM method) train_lr() (bob.pad.base.algorithm.LogRegr method) train_pca() (bob.pad.base.algorithm.SVMCascadePCA method) train_pca_svm_cascade() (bob.pad.base.algorithm.SVMCascadePCA method) train_projector() (bob.pad.base.algorithm.Algorithm method) (bob.pad.base.algorithm.LogRegr method) (bob.pad.base.algorithm.MLP method) (bob.pad.base.algorithm.OneClassGMM method) (bob.pad.base.algorithm.SVM method) (bob.pad.base.algorithm.SVMCascadePCA method)

train_svm() (bob.pad.base.algorithm.SVM method) (bob.pad.base.algorithm.SVMCascadePCA method) train_svm_cascade() (bob.pad.base.algorithm.SVMCascadePCA method)

U

uniform_select_list_elements() (bob.pad.face.database.aggregated_db.AggregatedDbPadDatabase method)

use_pinv (bob.pad.base.algorithm.PadLDA attribute)

V

VideoPadFile (class in bob.pad.face.database)

VideoSparseCoding (class in bob.pad.face.preprocessor)

W

window (bob.pad.face.preprocessor.LiPulseExtraction attribute) window_size (bob.pad.face.extractor.LTSS attribute) (bob.pad.face.preprocessor.Chrom attribute)

write_data() (bob.pad.face.preprocessor.VideoSparseCoding method) write_feature() (bob.pad.base.algorithm.Algorithm method) (bob.pad.face.extractor.FrameDiffFeatures method)

Y

yield_faces() (in module bob.pad.face.utils)