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Biometrics Group at Idiap Research Institutue

Username    biometrics
Date joined   Joined

172 projects

beat.cmdline

Last released

Command-line client for the BEAT platform

beat.core

Last released

Core modules and definitions for the BEAT platform

beat.backend.python

Last released

Python Backend for the BEAT Platform

bob

Last released

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

Last released

Binary Segmentation Benchmark Package for Bob

bob.learn.pytorch

Last released

Bob bindings for PyTorch

bob.fusion.base

Last released

Score fusion in biometric and pad experiments

bob.pad.face

Last released

Implements tools for spoofing or presentation attack detection in face biometrics

bob.pad.base

Last released

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

bob.bio.vein

Last released

Vein Recognition Library

bob.bio.video

Last released

Run biometric recognition algorithms on videos

bob.bio.face

Last released

Tools for running face recognition experiments

bob.bio.gmm

Last released

Tools for running biometric recognition experiments using GMM-based approximation

bob.bio.base

Last released

Tools for running biometric recognition experiments

bob.learn.tensorflow

Last released

Bob bindings for tensorflow

bob.pipelines

Last released

Tools to build robust and extensible pipelines

bob.ip.qualitymeasure

Last released

Image-quality feature-extractors for PAD applications

gridtk

Last released

Parallel Job Manager

bob.ip.facedetect

Last released

Face detection using boosted LBP features

bob.db.atnt

Last released

ATNT/ORL Database Access API for Bob

bob.db.mnist

Last released

MNIST Database Access API for Bob

bob.learn.em

Last released

Bindings for EM machines and trainers of Bob

bob.db.iris

Last released

Bob access API for Fisher's Iris Flower Dataset

bob.learn.mlp

Last released

Multi-layer Perceptron and Trainers for Bob

bob.learn.libsvm

Last released

Python bindings to LIBSVM for Bob

bob.learn.linear

Last released

Linear Machine and Trainers for Bob

bob.learn.activation

Last released

Bindings for Activation functors

bob.ip.gabor

Last released

Gabor wavelet analysis tools for Bob

bob.ip.color

Last released

Color Conversion Utilities of Bob

bob.ip.base

Last released

Basic Image Processing Utilities for Bob

bob.ap

Last released

Bob's audio processing utilities

bob.sp

Last released

Core signal processing utilities for Bob

bob.io.audio

Last released

Audio I/O support for Bob

bob.io.video

Last released

Video I/O support for Bob

bob.db.base

Last released

Basic Database Frontend API for Bob

bob.io.image

Last released

Image I/O support for Bob

bob.measure

Last released

Evaluation metrics for Bob

bob.math

Last released

Mathematical functions of Bob

bob.io.base

Last released

Basic IO for Bob

bob.core

Last released

Core utilities required on all Bob modules

bob.blitz

Last released

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

bob.extension

Last released

Building of Python/C++ extensions for Bob

bob.buildout

Last released

A collection of zc.buildout recipes for Bob packages

bob.devtools

Last released

Tools for development and CI integration of Bob/BEAT packages

bob.db.siw

Last released

SIW Database Access in Bob

bob.bio.htface

Last released

Tools for running heterogeneous face recognition experiments

bob.bio.face-ongoing

Last released

Tools for running face recognition experiments

bob.ip.tensorflow-extractor

Last released

Feature extractor using tensorflow CNNs

bob.db.ldhf

Last released

Long Distance Heterogeneous Face Database (LDHF)

bob.db.cuhk-cufsf

Last released

CUHK Face Sketch FERET Database (CUFSF)

bob.db.pola-thermal

Last released

Polarimetric Thermal Database

bob.db.nivl

Last released

Near-Infrared and Visible-Light (NIVL) Dataset

bob.db.cbsr-nir-vis-2

Last released

CASIA NIR-VIS 2.0 Face Database protocol

bob.db.cuhk-cufs

Last released

CUHK Face Sketch Database (CUFS)

bob.db.swan

Last released

SWAN Database Access API for Bob

bob.db.uvad

Last released

UVAD Database Access in Bob

bob.db.oulunpu

Last released

OULU-NPU Database Access in Bob

bob.pad.vein

Last released

Implements tools for spoofing or presentation attack detection in vein biometrics

bob.pad.voice

Last released

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

bob.rppg.base

Last released

Baseline Algorithms for Remote Photoplethysmography (rPPG)

bob.db.voxforge

Last released

Speaker verification protocol on a subset of the VoxForge database

bob.bio.spear

Last released

Tools for running speaker recognition experiments

bob.db.fargo

Last released

Bob Database interface for the FARGO database

bob.db.casiasurf

Last released

Bob Database interface for the CASIA-SURF database

bob.db.maskattack

Last released

Bob Database interface for the 3DMAD database

bob.db.pericrosseye

Last released

Cross-Spectrum Periocular Database

bob.db.youtube

Last released

Youtube Faces Database Access API for Bob

bob.db.xm2vts

Last released

XM2VTS Database Access API for Bob

bob.db.voicepa

Last released

Audio voicePA Presentation Attack Database Access API for Bob

bob.db.fv3d

Last released

3D Fingervein Database Access API for Bob

bob.db.verafinger

Last released

VERA Fingervein Database Access API for Bob

bob.db.utfvp

Last released

UTFVP Fingervein Database Access API for Bob

bob.db.scface

Last released

SCface Database Access API for Bob

bob.db.replaymobile

Last released

Replay-Mobile Database Access API for Bob

bob.db.replay

Last released

Replay Attack Database Access API for Bob

bob.db.putvein

Last released

PUT Vein Database Access API for Bob

bob.db.nist-sre12

Last released

Speaker verification protocol on the NIST SRE 2012

bob.db.multipie

Last released

Multi-PIE Database Access API for Bob

bob.db.msu-mfsd-mod

Last released

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

bob.db.mobio

Last released

MOBIO Database Access API for Bob

bob.db.livdet2013

Last released

LivDet 2013 Fingerprint database access for Bob

bob.db.lfw

Last released

Labeled Faces in the Wild Database Access API for Bob

bob.db.kboc16

Last released

KBOC16 Database Access API for Bob

bob.db.ijbc

Last released

IJB-C Database Access API for Bob

bob.db.ijba

Last released

IJB-A Database Access API for Bob

bob.db.hci-tagging

Last released

Mahnob HCI-Tagging Database Access API for Bob

bob.db.gbu

Last released

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

bob.db.frgc

Last released

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

bob.db.cohface

Last released

COHFACE Database Access API for Bob

bob.db.caspeal

Last released

CAS-PEAL Database Access API for Bob

bob.db.casme2

Last released

CASME2 Database Access API for Bob

bob.db.casia-fasd

Last released

CASIA Face Anti-Spoofing Database Access API for Bob

bob.db.biosecurid.face

Last released

BiosecurID (face) Database Access API for Bob

bob.db.biosecure

Last released

Biosecure Database Access API for Bob

bob.db.banca

Last released

BANCA Database Access API for Bob

bob.db.avspoof

Last released

Audio AVspoof Attack Database Access API for Bob

bob.db.atvskeystroke

Last released

ATVS-Keystroke Database Access API for Bob

bob.db.asvspoof2017

Last released

ASVspoof2017 Database Access API for Bob

bob.db.asvspoof

Last released

ASVspoof Database Access API for Bob

bob.db.arface

Last released

AR Face Database Access API for Bob

bob.ip.dlib

Last released

Bob interface for dlib functions

bob.ip.facelandmarks

Last released

Bob wrapper for Menpo's face keypoint detector

bob.ip.skincolorfilter

Last released

Skin color filter in the rg colorspace

bob.ip.flandmark

Last released

Flandmark keypoint localization library

bob.ip.optflow.liu

Last released

Ce Liu's Optical Flow Framework for Bob

bob.ip.optflow.hornschunck

Last released

Optical Flow framework based on Horn & Schunck

bob.db.wine

Last released

Wine Database for bob

bob.learn.boosting

Last released

Boosting framework for Bob

bob.ip.draw

Last released

Line and Box drawing utilities of Bob

bob.io.matlab

Last released

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

bob.kaldi

Last released

Python Bindings for Kaldi

beat.editor

Last released

Local editor for BEAT objects

bob.paper.lipsync2019

Last released

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

bob.db.batl

Last released

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

bob.db.drishtigs1

Last released

Drishti-GS1 Database Access API for Bob

bob.db.refuge

Last released

REFUGE Database Access API for Bob

bob.db.drionsdb

Last released

DRIONS-DB Database Access API for Bob

bob.db.rimoner3

Last released

RIM-ONE r3 Database API for Bob

bob.db.hrf

Last released

HRF Database Access API for Bob

bob.db.iostar

Last released

IOSTAR Database Access API for Bob

bob.db.chasedb1

Last released

CHASE_DB1 Database Access API for Bob

bob.db.stare

Last released

STARE Database Access API for Bob

bob.db.drive

Last released

DRIVE Database Access API for Bob

bob.db.brsu

Last released

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

bob.bio.caffe-face

Last released

Face Feature extraction using caffe pre-trained models

bob.ip.caffe-extractor

Last released

Feature extractor using caffe CNNs

bob.ip.mtcnn

Last released

Face detection and landmark extraction using MTCNN pretrained model

bob.ip.annotator

Last released

A TkInter-based keypoint annotation tool for images

bob.paper.tifs2018-dsu

Last released

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

bob.thesis.tiago

Last released

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

bob.hobpad2.chapter20

Last released

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

Cross-database evaluation of audio-based spoofing detection systems

bob.hobpad2.veins

Last released

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

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

bob.paper.isba2018-pad-dnn

Last released

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

bob.hobpad2.chapter19

Last released

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

Last released

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

bob.paper.taslp-2017

Last released

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

bob.paper.isba2018-entropy

Last released

Calculating the entropy of fingervein patterns

bob.paper.biosig2017-3dmaskprestudy

Last released

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

bob.paper.btas_j2016

Last released

Package for BTAS 2016 paper on ASV-PAD systems

bob.bio.pericrosseye_competition

Last released

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

bob.paper.jstsp_2017

Last released

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

bob.db.bio_filelist

Last released

Verification File List Database Access API for Bob

bob.bio.csu

Last released

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

bob.db.verification.utils

Last released

Utilities for bob.db verification databases

bob.paper.CVPRW_2016

Last released

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

bob.example.cmake

Last released

Example project using Bob C++ interface

facereclib

Last released

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

bob.db.avspoof_btas2016

Last released

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

bob.db.verapalm

Last released

VERA Palmvein Database Access API for Bob

bob.chapter.FRICE

Last released

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

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

antispoofing.lbptop

Last released

LBP-TOP based countermeasure against facial spoofing attacks

bob.example.faceverify

Last released

Example for using Bob to create three distinct face verification systems

antispoofing.utils

Last released

Utility package for anti-spoofing countermeasures

bob.db.verification.filelist

Last released

Verification File List Database Access API for Bob

bob.palmvein

Last released

Palmvein recognition based on Bob and the facereclib

xbob.db.casme2

Last released

CASME2 Database Access API for Bob

bob.paper.ICB2015

Last released

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

antispoofing.fvcompetition_icb2015

Last released

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

xbob.db.casia_fasd

Last released

CASIA Face Anti-Spoofing Database Access API for Bob

xbob.db.replay

Last released

Replay Attack Database Access API for Bob

xbob.db.vera

Last released

VERA Database Access API for Bob

bob.learn.misc

Last released

Bindings for miscelaneous machines and trainers of Bob

xfacereclib.extension.CSU

Last released

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

xbob.fingervein

Last released

Fingervein recognition based on Bob and the facereclib

xbob.paper.BIOSIG2014

Last released

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

xfacereclib.paper.IET2014

Last released

Running the experiments as given in paper:

antispoofing.crossdatabase

Last released

Antispoofing cross database testing

xfacereclib.paper.BeFIT2012

Last released

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

NUAA Face Spoofing Attack Database Access API for Bob

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