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Biometrics Group at Idiap Research Institutue

  biometrics

  Joined on Sep 21, 2016

153 projects

beat.backend.python

Last released on Mar 18, 2019

Python Backend for the BEAT Platform

bob.devtools

Last released on Mar 18, 2019

Tools for development and CI integration of Bob/BEAT packages

bob.ip.annotator

Last released on Feb 5, 2019

A TkInter-based keypoint annotation tool for images

bob.paper.tifs2018-dsu

Last released on Jan 14, 2019

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

bob.thesis.tiago

Last released on Jan 14, 2019

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

bob.bio.htface

Last released on Jan 11, 2019

Tools for running heterogeneous face recognition experiments

bob.db.ldhf

Last released on Jan 11, 2019

Long Distance Heterogeneous Face Database (LDHF)

bob.bio.face-ongoing

Last released on Jan 11, 2019

Tools for running face recognition experiments

bob.learn.tensorflow

Last released on Jan 11, 2019

Bob bindings for tensorflow

bob.buildout

Last released on Jan 8, 2019

A collection of zc.buildout recipes for Bob packages

beat.editor

Last released on Dec 17, 2018

Local editor for BEAT objects

beat.cmdline

Last released on Dec 17, 2018

Command-line client for the BEAT platform

beat.core

Last released on Dec 17, 2018

Core modules and definitions for the BEAT platform

bob.hobpad2.chapter20

Last released on Dec 11, 2018

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

Last released on Oct 22, 2018

Cross-database evaluation of audio-based spoofing detection systems

bob.hobpad2.veins

Last released on Oct 18, 2018

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

Last released on Oct 8, 2018

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

bob.paper.isba2018-pad-dnn

Last released on Oct 8, 2018

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

bob.hobpad2.chapter19

Last released on Oct 8, 2018

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

bob.db.cuhk-cufsf

Last released on Jul 26, 2018

CUHK Face Sketch FERET Database (CUFSF)

bob.rppg.base

Last released on Jul 26, 2018

Baseline Algorithms for Remote Photoplethysmography (rPPG)

bob

Last released on Jul 25, 2018

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

bob.db.maskattack

Last released on Jul 20, 2018

Bob Database interface for the 3DMAD database

bob.bio.caffe_face

Last released on Jul 20, 2018

Face Feature extraction using caffe pre-trained models

bob.ip.caffe_extractor

Last released on Jul 20, 2018

Feature extractor using caffe CNNs

bob.ip.tensorflow-extractor

Last released on Jul 20, 2018

Feature extractor using tensorflow CNNs

bob.db.ijba

Last released on Jul 20, 2018

IJB-A Database Access API for Bob

bob.db.pola-thermal

Last released on Jul 20, 2018

Polarimetric Thermal Database

bob.db.nivl

Last released on Jul 20, 2018

Near-Infrared and Visible-Light (NIVL) Dataset

bob.db.cbsr_nir_vis_2

Last released on Jul 20, 2018

CASIA NIR-VIS 2.0 Face Database protocol

bob.db.cuhk_cufs

Last released on Jul 20, 2018

CUHK Face Sketch Database (CUFS)

bob.db.uvad

Last released on Jul 20, 2018

UVAD Database Access in Bob

bob.db.oulunpu

Last released on Jul 20, 2018

OULU-NPU Database Access in Bob

bob.pad.vein

Last released on Jul 20, 2018

Implements tools for spoofing or presentation attack detection in vein biometrics

bob.pad.voice

Last released on Jul 20, 2018

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

bob.pad.face

Last released on Jul 20, 2018

Implements tools for spoofing or presentation attack detection in face biometrics

bob.pad.base

Last released on Jul 20, 2018

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

bob.db.voxforge

Last released on Jul 20, 2018

Speaker verification protocol on a subset of the VoxForge database

bob.bio.vein

Last released on Jul 20, 2018

Vein Recognition Library

bob.bio.video

Last released on Jul 19, 2018

Run biometric recognition algorithms on videos

bob.bio.spear

Last released on Jul 19, 2018

Tools for running speaker recognition experiments

bob.bio.face

Last released on Jul 19, 2018

Tools for running face recognition experiments

bob.db.ijbc

Last released on Jul 19, 2018

IJB-C Database Access API for Bob

bob.bio.gmm

Last released on Jul 19, 2018

Tools for running biometric recognition experiments using GMM-based approximation

bob.bio.base

Last released on Jul 19, 2018

Tools for running biometric recognition experiments

bob.db.pericrosseye

Last released on Mar 31, 2018

Cross-Spectrum Periocular Database

bob.db.youtube

Last released on Jul 19, 2018

Youtube Faces Database Access API for Bob

bob.db.xm2vts

Last released on Jul 19, 2018

XM2VTS Database Access API for Bob

bob.db.voicepa

Last released on Mar 31, 2018

Audio voicePA Presentation Attack Database Access API for Bob

bob.db.fv3d

Last released on Jul 18, 2018

3D Fingervein Database Access API for Bob

bob.db.verafinger

Last released on Jul 18, 2018

VERA Fingervein Database Access API for Bob

bob.db.utfvp

Last released on Jul 18, 2018

UTFVP Fingervein Database Access API for Bob

bob.db.scface

Last released on Jul 18, 2018

SCface Database Access API for Bob

bob.db.replaymobile

Last released on Jul 18, 2018

Replay-Mobile Database Access API for Bob

bob.db.replay

Last released on Jul 18, 2018

Replay Attack Database Access API for Bob

bob.db.putvein

Last released on Jul 18, 2018

PUT Vein Database Access API for Bob

bob.db.nist_sre12

Last released on Jul 18, 2018

Speaker verification protocol on the NIST SRE 2012

bob.db.multipie

Last released on Jul 18, 2018

Multi-PIE Database Access API for Bob

bob.db.msu_mfsd_mod

Last released on Jul 18, 2018

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

bob.db.mobio

Last released on Jul 18, 2018

MOBIO Database Access API for Bob

bob.db.livdet2013

Last released on Jul 18, 2018

LivDet 2013 Fingerprint database access for Bob

bob.db.lfw

Last released on Jul 18, 2018

Labeled Faces in the Wild Database Access API for Bob

bob.db.kboc16

Last released on Jul 18, 2018

KBOC16 Database Access API for Bob

bob.db.hci_tagging

Last released on Jul 18, 2018

Mahnob HCI-Tagging Database Access API for Bob

bob.db.gbu

Last released on Jul 18, 2018

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

bob.db.frgc

Last released on Jul 18, 2018

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

bob.db.cohface

Last released on Jul 18, 2018

COHFACE Database Access API for Bob

bob.db.caspeal

Last released on Jul 18, 2018

CAS-PEAL Database Access API for Bob

bob.db.casme2

Last released on Jul 18, 2018

CASME2 Database Access API for Bob

bob.db.biosecurid.face

Last released on Jul 18, 2018

BiosecurID (face) Database Access API for Bob

bob.db.biosecure

Last released on Jul 18, 2018

Biosecure Database Access API for Bob

bob.db.banca

Last released on Jul 18, 2018

BANCA Database Access API for Bob

bob.db.avspoof

Last released on Jul 18, 2018

Audio AVspoof Attack Database Access API for Bob

bob.db.atvskeystroke

Last released on Jul 18, 2018

ATVS-Keystroke Database Access API for Bob

bob.db.asvspoof2017

Last released on Mar 30, 2018

ASVspoof2017 Database Access API for Bob

bob.db.asvspoof

Last released on Jul 18, 2018

ASVspoof Database Access API for Bob

bob.db.arface

Last released on Jul 18, 2018

AR Face Database Access API for Bob

bob.ip.mtcnn

Last released on Jul 18, 2018

Face detection and landmark extraction using MTCNN pretrained model

bob.ip.dlib

Last released on Jul 18, 2018

Bob interface for dlib functions

bob.ip.facelandmarks

Last released on Jul 18, 2018

Bob wrapper for Menpo's face keypoint detector

bob.ip.skincolorfilter

Last released on Jul 18, 2018

Skin color filter in the rg colorspace

bob.ip.qualitymeasure

Last released on Jul 18, 2018

Image-quality feature-extractors for PAD applications

gridtk

Last released on Jul 18, 2018

Parallel Job Manager

bob.ip.flandmark

Last released on Jul 18, 2018

Flandmark keypoint localization library

bob.ip.optflow.liu

Last released on Jul 18, 2018

Ce Liu's Optical Flow Framework for Bob

bob.ip.optflow.hornschunck

Last released on Jul 18, 2018

Optical Flow framework based on Horn & Schunck

bob.ip.facedetect

Last released on Jul 18, 2018

Face detection using boosted LBP features

bob.db.atnt

Last released on Jul 18, 2018

ATNT/ORL Database Access API for Bob

bob.db.mnist

Last released on Jul 18, 2018

MNIST Database Access API for Bob

bob.db.wine

Last released on Jul 17, 2018

Wine Database for bob

bob.learn.em

Last released on Jul 17, 2018

Bindings for EM machines and trainers of Bob

bob.db.iris

Last released on Jul 17, 2018

Bob access API for Fisher's Iris Flower Dataset

bob.learn.boosting

Last released on Jul 17, 2018

Boosting framework for Bob

bob.learn.mlp

Last released on Mar 29, 2018

Multi-layer Perceptron and Trainers for Bob

bob.learn.linear

Last released on Jul 17, 2018

Linear Machine and Trainers for Bob

bob.learn.libsvm

Last released on Jul 17, 2018

Python bindings to LIBSVM for Bob

bob.learn.activation

Last released on Jul 17, 2018

Bindings for Activation functors

bob.ip.gabor

Last released on Jul 17, 2018

Gabor wavelet analysis tools for Bob

bob.ip.draw

Last released on Jul 17, 2018

Line and Box drawing utilities of Bob

bob.ip.color

Last released on Jul 17, 2018

Color Conversion Utilities of Bob

bob.ip.base

Last released on Jul 17, 2018

Basic Image Processing Utilities for Bob

bob.ap

Last released on Jul 17, 2018

Bob's audio processing utilities

bob.sp

Last released on Jul 17, 2018

Core signal processing utilities for Bob

bob.io.audio

Last released on Jul 17, 2018

Audio I/O support for Bob

bob.io.matlab

Last released on Jul 17, 2018

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

bob.db.base

Last released on Jul 17, 2018

Basic Database Frontend API for Bob

bob.io.image

Last released on Jul 17, 2018

Image I/O support for Bob

bob.measure

Last released on Jul 17, 2018

Evaluation metrics for Bob

bob.math

Last released on Jul 17, 2018

Mathematical functions of Bob

bob.io.base

Last released on Jul 17, 2018

Basic IO for Bob

bob.core

Last released on Jul 17, 2018

Core utilities required on all Bob modules

bob.blitz

Last released on Jul 17, 2018

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

bob.extension

Last released on Jul 17, 2018

Building of Python/C++ extensions for Bob

bob.ip.pytorch-extractor

Last released on May 25, 2018

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

bob.learn.pytorch

Last released on May 23, 2018

Bob bindings for PyTorch

bob.io.video

Last released on Apr 17, 2018

Video I/O support for Bob

bob.paper.taslp-2017

Last released on Nov 28, 2017

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

bob.paper.isba2018-entropy

Last released on Oct 31, 2017

Calculating the entropy of fingervein patterns

bob.paper.biosig2017-3dmaskprestudy

Last released on Oct 23, 2017

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

bob.kaldi

Last released on Oct 5, 2017

Python Bindings for Kaldi

bob.paper.btas_j2016

Last released on Aug 28, 2017

Package for BTAS 2016 paper on ASV-PAD systems

bob.bio.pericrosseye_competition

Last released on Apr 10, 2017

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

bob.paper.jstsp_2017

Last released on Apr 3, 2017

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

bob.db.bio_filelist

Last released on Oct 6, 2016

Verification File List Database Access API for Bob

bob.bio.csu

Last released on Sep 22, 2016

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

bob.db.verification.utils

Last released on Jul 14, 2016

Utilities for bob.db verification databases

bob.paper.CVPRW_2016

Last released on Jun 23, 2016

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

bob.db.casia_fasd

Last released on Jun 14, 2016

CASIA Face Anti-Spoofing Database Access API for Bob

bob.example.cmake

Last released on Jun 6, 2016

Example project using Bob C++ interface

facereclib

Last released on Mar 29, 2016

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

bob.db.avspoof_btas2016

Last released on Mar 24, 2016

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

bob.db.verapalm

Last released on Mar 4, 2016

VERA Palmvein Database Access API for Bob

bob.chapter.FRICE

Last released on Feb 19, 2016

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

xfacereclib.book.FRaES2016

Last released on Feb 9, 2016

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

antispoofing.lbptop

Last released on Jan 8, 2016

LBP-TOP based countermeasure against facial spoofing attacks

bob.example.faceverify

Last released on Nov 26, 2015

Example for using Bob to create three distinct face verification systems

antispoofing.utils

Last released on Nov 26, 2015

Utility package for anti-spoofing countermeasures

bob.db.verification.filelist

Last released on Nov 26, 2015

Verification File List Database Access API for Bob

bob.palmvein

Last released on May 21, 2015

Palmvein recognition based on Bob and the facereclib

xbob.db.casme2

Last released on May 12, 2015

CASME2 Database Access API for Bob

bob.paper.ICB2015

Last released on May 3, 2015

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

antispoofing.fvcompetition_icb2015

Last released on Mar 9, 2015

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

xbob.db.casia_fasd

Last released on Feb 25, 2015

CASIA Face Anti-Spoofing Database Access API for Bob

xbob.db.replay

Last released on Feb 25, 2015

Replay Attack Database Access API for Bob

xbob.db.vera

Last released on Feb 13, 2015

VERA Database Access API for Bob

bob.learn.misc

Last released on Jan 24, 2015

Bindings for miscelaneous machines and trainers of Bob

xfacereclib.extension.CSU

Last released on Dec 11, 2014

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

xbob.fingervein

Last released on Aug 18, 2014

Fingervein recognition based on Bob and the facereclib

xbob.paper.BIOSIG2014

Last released on Jul 11, 2014

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

xfacereclib.paper.IET2014

Last released on Dec 2, 2013

Running the experiments as given in paper:

antispoofing.crossdatabase

Last released on Jul 19, 2013

Antispoofing cross database testing

xfacereclib.paper.BeFIT2012

Last released on Jul 5, 2013

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

xbob.db.nuaa

Last released on Feb 13, 2013

NUAA Face Spoofing Attack Database Access API for Bob

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