Documentation of all Bob packages

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• Bob

Basic Functionality

• Bob’s Core Routines
• Bob’s Math Routines

Data Input and Output

• Bob’s Core I/O Routines
• Bob’s I/O Routines for Images of Various type
• Bob’s Video I/O Routines
• Bob’s Audio I/O Routines
• Matlab(R) I/O Support for Bob

Signal, Audio, Image and Video Processing

• Bob’s Signal Processing Routines
• Bob’s Audio Processing Routines
• Bob’s Basic Image Processing Routines
• Bob’s Color Conversion Routines
• Bob’s Drawing Routines
• Bob’s Gabor wavelet routines
• Bob’s Face Detection Routines
• Bob’s Routines for Face Landmark Detection using Menpo
• Python Bindings to Liu’s Optical Flow Framework
• Python Bindings to Horn & Schunck’s Optical Flow Framework
• Python Bindings to the Flandmark Keypoint Localizer for Frontal Faces
• Bob interface for dlib
• Bob’s Routines for Image-Quality Measures for PAD Applications
• Bob’s Skin Color Filter
• Bob interface for mtcnn face and landmark detection
• Bob interface for feature extraction using Caffe
• Bob interface for feature extraction using Tensorflow

Machine Learning

• Bob’s Metric Routines
• Bob Linear Machines and Trainers
• Bob’s Multi-Layer Perceptron Machines
• Bob Activation Functors
• Bob-LIBSVM Python Bindings
• Expectation Maximization Machine Learning Tools
• Generalized Boosting Framework using Stump and Look Up Table (LUT) based Weak Classifiers
• Tensorflow Bob Bridge
• PyTorch Bob Bindings

Modules for Developers

• Bob Package Development
• Blitz++/Python Arrays
• Bob Buildout

Parallel Execution

• Parallel Job Manager

Biometric Recognition

• Running Biometric Recognition Experiments
• Face Recognition Algorithms and Databases
• SPEAR: A Speaker Recognition Toolkit based on Bob
• Biometric Vein Recognition Library
• Run Video Face Recognition Experiments
• Gaussian Mixture Model based Algorithms
• Bob interface for feature extraction using Caffe
• Bob interface for feature extraction using Tensorflow
• Face Feature extraction using caffe pre-trained models
• Score Fusion in Biometric Recognition and Presentation Attack Detection

Presentation Attack Detection (anti-spoofing)

• Running Presentation Attack Detection Experiments
• Library for Facial Presentation Attack Detection (PAD)
• Library for Vein Presentation Attack Detection (PAD)
• Presentation Attack Detection in Voice Biometrics
• Score Fusion in Biometric Recognition and Presentation Attack Detection

Remote Heart Rate Measurement

• Bob’s implementation of different rPPG algorithms

Database Interfaces

• Bob Database
• AR Face Database Verification Protocol
• ASVspoof2017 Database Interface
• ASVspoof Database Interface
• AT&T Database of Faces
• ATVS Keystroke Database
• AVspoof Database Verification Protocols
• BANCA Database Verification Protocols
• BioSecure Database Verification Protocols
• BiosecurId Database
• CASME2 Database Verification Protocol
• CAS-PEAL Database Identification Protocols
• CASIA NIR-VIS 2.0 Database
• COHFACE Database
• CUHK Face Sketch Database (CUFS)
• CUHK Face Sketch FERET Database (CUFSF)
• The Face Recognition Grand Challenge (FRGC) ver2.0 Database
• 3D Fingervein Database
• The Good, The Bad, and The Ugly Database Verification Protocols
• Manhob HCI-Tagging Database
• JANUS Database Identification Protocols
• IARPA Janus Benchmark C (IJB-C) Database Interface
• Iris Flower Data Set
• KBOC16 Database
• Labeled Faces in the Wild Database Verification Protocols
• LivDet 2013 Database
• 3DMAD Face Spoofing Database
• MNIST Database Interface
• MOBIO Database Verification Protocols
• MSU Mobile Face Presentation Attack Database
• Multi-PIE Database Verification Protocols
• NIST SRE 2012 Database Verification Protocols
• Near-Infrared and Visible-Light (NIVL) Dataset
• OULU-NPU Database Access in Bob
• Cross-Spectrum Iris/Periocular Recognition COMPETITION
• Polarimetric Thermal Database
• PUT Vein Database
• Replay-Attack Face Spoofing Database
• Replay-Mobile Face Spoofing Database
• SCface Database Verification Protocol
• UTFVP Fingervein Database
• UVAD Database Access in Bob
• VERA Fingervein Database
• voicePA Database Interface
• Voxforge Database Verification Protocols
• Wine Database
• XM2VTS Database Verification Protocols
• YouTube Faces Database Verification Protocols
• The FARGO Database

Index of all Packages

• bob
• bob.ap
• bob.bio.base
• bob.bio.caffe_face
• bob.bio.face
• bob.bio.gmm
• bob.bio.spear
• bob.bio.vein
• bob.bio.video
• bob.blitz
• bob.buildout
• bob.core
• bob.db.arface
• bob.db.asvspoof
• bob.db.asvspoof2017
• bob.db.atnt
• bob.db.atvskeystroke
• bob.db.avspoof
• bob.db.banca
• bob.db.base
• bob.db.biosecure
• bob.db.biosecurid.face
• bob.db.casme2
• bob.db.caspeal
• bob.db.cbsr_nir_vis_2
• bob.db.cohface
• bob.db.cuhk_cufs
• bob.db.cuhk_cufsf
• bob.db.frgc
• bob.db.fv3d
• bob.db.gbu
• bob.db.hci_tagging
• bob.db.ijba
• bob.db.ijbc
• bob.db.iris
• bob.db.kboc16
• bob.db.lfw
• bob.db.livdet2013
• bob.db.maskattack
• bob.db.mnist
• bob.db.mobio
• bob.db.msu_mfsd_mod
• bob.db.multipie
• bob.db.nist_sre12
• bob.db.nivl
• bob.db.oulunpu
• bob.db.pericrosseye
• bob.db.pola_thermal
• bob.db.putvein
• bob.db.replay
• bob.db.replaymobile
• bob.db.scface
• bob.db.utfvp
• bob.db.uvad
• bob.db.verafinger
• bob.db.voicepa
• bob.db.voxforge
• bob.db.wine
• bob.db.xm2vts
• bob.db.youtube
• bob.db.fargo
• bob.extension
• bob.fusion.base
• bob.io.audio
• bob.io.base
• bob.io.image
• bob.io.matlab
• bob.io.video
• bob.ip.base
• bob.ip.caffe_extractor
• bob.ip.color
• bob.ip.dlib
• bob.ip.draw
• bob.ip.facedetect
• bob.ip.facelandmarks
• bob.ip.flandmark
• bob.ip.gabor
• bob.ip.mtcnn
• bob.ip.optflow.hornschunck
• bob.ip.optflow.liu
• bob.ip.qualitymeasure
• bob.ip.tensorflow_extractor
• bob.ip.skincolorfilter
• bob.learn.activation
• bob.learn.boosting
• bob.learn.em
• bob.learn.libsvm
• bob.learn.linear
• bob.learn.mlp
• bob.learn.pytorch
• bob.learn.tensorflow
• bob.math
• bob.measure
• bob.pad.base
• bob.pad.face
• bob.pad.vein
• bob.pad.voice
• bob.sp
• bob.rppg.base
• gridtk
• README of all Packages