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Biometrics Group at Idiap Research Institutue

Username    biometrics
Date joined   Joined on

171 projects

beat.cmdline

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Command-line client for the BEAT platform

beat.editor

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Local editor for BEAT objects

beat.backend.python

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Python Backend for the BEAT Platform

bob.paper.lipsync2019

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Source code for EUSIPCO 2018 paper on audio-visual inconsistency detection

beat.core

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Core modules and definitions for the BEAT platform

bob.db.batl

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Implements a low-level database interface for the BATL database, which is designed for spoofing or presentation attack detection experiments in face biometrics.

bob.devtools

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Tools for development and CI integration of Bob/BEAT packages

bob

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Bob is a free signal-processing and machine learning toolbox originally developed by the Biometrics group at Idiap Research Institute, in Switzerland.

bob.ip.binseg

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Binary Segmentation Benchmark Package for Bob

bob.db.drishtigs1

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Drishti-GS1 Database Access API for Bob

bob.db.refuge

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REFUGE Database Access API for Bob

bob.db.drionsdb

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DRIONS-DB Database Access API for Bob

bob.db.rimoner3

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RIM-ONE r3 Database API for Bob

bob.db.hrf

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HRF Database Access API for Bob

bob.db.iostar

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IOSTAR Database Access API for Bob

bob.db.chasedb1

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CHASE_DB1 Database Access API for Bob

bob.db.stare

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STARE Database Access API for Bob

bob.db.drive

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DRIVE Database Access API for Bob

bob.bio.htface

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Tools for running heterogeneous face recognition experiments

bob.bio.face-ongoing

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Tools for running face recognition experiments

bob.learn.pytorch

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Bob bindings for PyTorch

bob.learn.tensorflow

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Bob bindings for tensorflow

bob.ip.tensorflow-extractor

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Feature extractor using tensorflow CNNs

bob.db.ldhf

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Long Distance Heterogeneous Face Database (LDHF)

bob.db.cuhk-cufsf

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CUHK Face Sketch FERET Database (CUFSF)

bob.db.pola-thermal

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Polarimetric Thermal Database

bob.db.nivl

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Near-Infrared and Visible-Light (NIVL) Dataset

bob.db.cbsr-nir-vis-2

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CASIA NIR-VIS 2.0 Face Database protocol

bob.db.cuhk-cufs

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CUHK Face Sketch Database (CUFS)

bob.db.siw

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SIW Database Access in Bob

bob.db.swan

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SWAN Database Access API for Bob

bob.db.uvad

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UVAD Database Access in Bob

bob.db.oulunpu

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OULU-NPU Database Access in Bob

bob.fusion.base

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Score fusion in biometric and pad experiments

bob.pad.vein

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Implements tools for spoofing or presentation attack detection in vein biometrics

bob.pad.voice

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Package extends bob.pad.base for attack detection in speech

bob.pad.face

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Implements tools for spoofing or presentation attack detection in face biometrics

bob.pad.base

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A framework for executing the chain of presentation attack detection (PAD) experiments

bob.rppg.base

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Baseline Algorithms for Remote Photoplethysmography (rPPG)

bob.db.voxforge

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Speaker verification protocol on a subset of the VoxForge database

bob.bio.vein

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Vein Recognition Library

bob.bio.video

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Run biometric recognition algorithms on videos

bob.bio.spear

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Tools for running speaker recognition experiments

bob.bio.face

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Tools for running face recognition experiments

bob.bio.gmm

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Tools for running biometric recognition experiments using GMM-based approximation

bob.bio.base

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Tools for running biometric recognition experiments

bob.db.fargo

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Bob Database interface for the FARGO database

bob.db.casiasurf

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Bob Database interface for the CASIA-SURF database

bob.db.maskattack

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Bob Database interface for the 3DMAD database

bob.db.pericrosseye

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Cross-Spectrum Periocular Database

bob.db.youtube

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Youtube Faces Database Access API for Bob

bob.db.xm2vts

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XM2VTS Database Access API for Bob

bob.db.voicepa

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Audio voicePA Presentation Attack Database Access API for Bob

bob.db.fv3d

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3D Fingervein Database Access API for Bob

bob.db.verafinger

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VERA Fingervein Database Access API for Bob

bob.db.utfvp

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UTFVP Fingervein Database Access API for Bob

bob.db.scface

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SCface Database Access API for Bob

bob.db.replaymobile

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Replay-Mobile Database Access API for Bob

bob.db.replay

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Replay Attack Database Access API for Bob

bob.db.putvein

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PUT Vein Database Access API for Bob

bob.db.nist-sre12

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Speaker verification protocol on the NIST SRE 2012

bob.db.multipie

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Multi-PIE Database Access API for Bob

bob.db.msu-mfsd-mod

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MSU Mobile Face Spoofing Database Access API for Bob, with modified protocol

bob.db.mobio

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MOBIO Database Access API for Bob

bob.db.livdet2013

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LivDet 2013 Fingerprint database access for Bob

bob.db.lfw

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Labeled Faces in the Wild Database Access API for Bob

bob.db.kboc16

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KBOC16 Database Access API for Bob

bob.db.ijbc

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IJB-C Database Access API for Bob

bob.db.ijba

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IJB-A Database Access API for Bob

bob.db.hci-tagging

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Mahnob HCI-Tagging Database Access API for Bob

bob.db.gbu

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Database Access API of the Good, the Bad and the Ugly (GBU) image database for Bob

bob.db.frgc

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Database Access API of the Face Recognition Grand Challenge (FRGC) ver2.0 image database for Bob

bob.db.cohface

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COHFACE Database Access API for Bob

bob.db.caspeal

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CAS-PEAL Database Access API for Bob

bob.db.casme2

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CASME2 Database Access API for Bob

bob.db.casia-fasd

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CASIA Face Anti-Spoofing Database Access API for Bob

bob.db.biosecurid.face

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BiosecurID (face) Database Access API for Bob

bob.db.biosecure

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Biosecure Database Access API for Bob

bob.db.banca

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BANCA Database Access API for Bob

bob.db.avspoof

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Audio AVspoof Attack Database Access API for Bob

bob.db.atvskeystroke

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ATVS-Keystroke Database Access API for Bob

bob.db.asvspoof2017

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ASVspoof2017 Database Access API for Bob

bob.db.asvspoof

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ASVspoof Database Access API for Bob

bob.db.arface

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AR Face Database Access API for Bob

bob.ip.dlib

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Bob interface for dlib functions

bob.ip.facelandmarks

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Bob wrapper for Menpo's face keypoint detector

bob.ip.skincolorfilter

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Skin color filter in the rg colorspace

bob.ip.qualitymeasure

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Image-quality feature-extractors for PAD applications

gridtk

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Parallel Job Manager

bob.ip.flandmark

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Flandmark keypoint localization library

bob.ip.optflow.liu

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Ce Liu's Optical Flow Framework for Bob

bob.ip.optflow.hornschunck

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Optical Flow framework based on Horn & Schunck

bob.ip.facedetect

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Face detection using boosted LBP features

bob.db.atnt

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ATNT/ORL Database Access API for Bob

bob.db.mnist

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MNIST Database Access API for Bob

bob.db.wine

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Wine Database for bob

bob.learn.em

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Bindings for EM machines and trainers of Bob

bob.db.iris

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Bob access API for Fisher's Iris Flower Dataset

bob.learn.boosting

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Boosting framework for Bob

bob.learn.mlp

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Multi-layer Perceptron and Trainers for Bob

bob.learn.linear

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Linear Machine and Trainers for Bob

bob.learn.libsvm

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Python bindings to LIBSVM for Bob

bob.learn.activation

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Bindings for Activation functors

bob.ip.gabor

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Gabor wavelet analysis tools for Bob

bob.ip.draw

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Line and Box drawing utilities of Bob

bob.ip.color

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Color Conversion Utilities of Bob

bob.ip.base

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Basic Image Processing Utilities for Bob

bob.ap

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Bob's audio processing utilities

bob.sp

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Core signal processing utilities for Bob

bob.io.audio

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Audio I/O support for Bob

bob.io.matlab

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Handling of Matlab(R) files via bob.io.base

bob.io.video

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Video I/O support for Bob

bob.db.base

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Basic Database Frontend API for Bob

bob.io.image

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Image I/O support for Bob

bob.measure

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Evaluation metrics for Bob

bob.math

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Mathematical functions of Bob

bob.io.base

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Basic IO for Bob

bob.core

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Core utilities required on all Bob modules

bob.blitz

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Bindings for Blitz++ (a C++ array template library)

bob.extension

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Building of Python/C++ extensions for Bob

bob.buildout

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A collection of zc.buildout recipes for Bob packages

bob.db.brsu

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Bob's interface for the BRSU Multispectral Face/Skin Database

bob.bio.caffe-face

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Face Feature extraction using caffe pre-trained models

bob.ip.caffe-extractor

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Feature extractor using caffe CNNs

bob.ip.mtcnn

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Face detection and landmark extraction using MTCNN pretrained model

bob.ip.annotator

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A TkInter-based keypoint annotation tool for images

bob.paper.tifs2018-dsu

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Tools to reproduce the paper "Heterogeneous Face Recognition Using Domain Specific Units"

bob.thesis.tiago

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Tools to reproduce the experiments of the Ph.D. thesis from Tiago de Freitas Pereira

bob.hobpad2.chapter20

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Software package to reproduce Evaluation Methodologies for Biometric Presentation Attack Detection chapter of Handbook of Biometric Anti-Spoofing: Presentation Attack Detection 2nd Edition

bob.paper.interspeech_2016

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Cross-database evaluation of audio-based spoofing detection systems

bob.hobpad2.veins

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Software package to reproduce experiments of Chapter 18, "An Introduction to Vein Presentation Attacks and Detection" of the "Handbook of Biometric Anti-Spoofing: Presentation Attack Detection 2nd Edition" book

bob.paper.eusipco2018

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Source code for EUSIPCO 2018 paper on audio-visual inconsistency detection

bob.paper.isba2018-pad-dnn

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"On the Use of Convolutional Neural Networks for Speech Presentation Attack Detection" published in ISBA 2018

bob.hobpad2.chapter19

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Software package to reproduce Evaluation Methodologies for Biometric Presentation Attack Detection chapter of Handbook of Biometric Anti-Spoofing: Presentation Attack Detection 2nd Edition

bob.ip.pytorch-extractor

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Extract features from images using (C)NN built with pyTorch

bob.paper.taslp-2017

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Presentation Attack Detection Using Long Term Spectral Statistics for Trustworthy Speaker Verification

bob.paper.isba2018-entropy

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Calculating the entropy of fingervein patterns

bob.paper.biosig2017-3dmaskprestudy

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Package for BioSIG-2017 paper on Extended-Range imaging for 3D-Mask PAD.

bob.kaldi

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Python Bindings for Kaldi

bob.paper.btas_j2016

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Package for BTAS 2016 paper on ASV-PAD systems

bob.bio.pericrosseye_competition

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This package contains the scripts to reproduce the experiments of the 2nd Cross-Spectrum Iris/Periocular Recognition competition

bob.paper.jstsp_2017

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Impact of score fusion on voice biometrics and presentation attack detection in cross-database evaluations

bob.db.bio_filelist

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Verification File List Database Access API for Bob

bob.bio.csu

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Wrapper classes to use the PythonFaceEvaluation classes from the CSU Face Recognition Resources

bob.db.verification.utils

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Utilities for bob.db verification databases

bob.paper.CVPRW_2016

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Running the experiments as given in paper: "Heterogeneous Face Recognition using Inter-Session Variability Modelling".

bob.example.cmake

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Example project using Bob C++ interface

facereclib

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Compare a variety of face recognition algorithms by running them on many image databases with default protocols.

bob.db.avspoof_btas2016

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Audio AVspoof Attack Database Access API for BTAS 2016 Speaker Anti-spoofing Competition

bob.db.verapalm

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VERA Palmvein Database Access API for Bob

bob.chapter.FRICE

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Running the experiments as described in the boock chapter "Face Recognition in Challenging Environments: An Experimental and Reproducible Research Survey"

xfacereclib.book.FRaES2016

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Running the experiments as described in the boock chapter "Face Recognition in Challenging Environments: An Experimental and Reproducible Research Survey"

antispoofing.lbptop

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LBP-TOP based countermeasure against facial spoofing attacks

bob.example.faceverify

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Example for using Bob to create three distinct face verification systems

antispoofing.utils

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Utility package for anti-spoofing countermeasures

bob.db.verification.filelist

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Verification File List Database Access API for Bob

bob.palmvein

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Palmvein recognition based on Bob and the facereclib

xbob.db.casme2

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CASME2 Database Access API for Bob

bob.paper.ICB2015

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Running the experiments as given in paper: "On the Vulnerability of Palm Vein Recognition to Spoofing Attacks".

antispoofing.fvcompetition_icb2015

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Running the competition results: "The 1st Competition on Counter Measures to Finger Vein Spoofing Attacks".

xbob.db.casia_fasd

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CASIA Face Anti-Spoofing Database Access API for Bob

xbob.db.replay

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Replay Attack Database Access API for Bob

xbob.db.vera

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VERA Database Access API for Bob

bob.learn.misc

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Bindings for miscelaneous machines and trainers of Bob

xfacereclib.extension.CSU

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Wrapper classes to use the PythonFaceEvaluation classes from the CSU Face Recognition Resources

xbob.fingervein

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Fingervein recognition based on Bob and the facereclib

xbob.paper.BIOSIG2014

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Running the experiments as given in paper: "On the Vulnerability of Finger Vein Recognition to Spoofing".

xfacereclib.paper.IET2014

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Running the experiments as given in paper:

antispoofing.crossdatabase

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Antispoofing cross database testing

xfacereclib.paper.BeFIT2012

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Running the face recognition experiments as given in paper: "An Open Source Framework for Standardized Comparisons of Face Recognition Algorithms".

xbob.db.nuaa

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NUAA Face Spoofing Attack Database Access API for Bob

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