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IJB-B

IARPA Janus Benchmark-B

ImagesVideosCustomIntroduced 2017-01-01

The IJB-B dataset is a template-based face dataset that contains 1845 subjects with 11,754 images, 55,025 frames and 7,011 videos where a template consists of a varying number of still images and video frames from different sources. These images and videos are collected from the Internet and are totally unconstrained, with large variations in pose, illumination, image quality etc. In addition, the dataset comes with protocols for 1-to-1 template-based face verification, 1-to-N template-based open-set face identification, and 1-to-N open-set video face identification.

Source: An Automatic System for Unconstrained Video-Based Face Recognition Image Source: https://www.vislab.ucr.edu/Biometrics2017/program_slides/Noblis_CVPRW_IJBB.pdf

Benchmarks

3D/Rank-1 3D/Rank-5 3D/TAR @ FAR=0.0001 3D/TAR @ FAR=1e-3 3D/TAR @ FAR=1e-4 3D/TAR @ FAR=1e-5 3D/TAR @ FAR=0.01 3D/MFLOPs 3D/MParams 3D/TAR @ FAR=0.001 3D/TAR@FAR=0.0001 3D/Accuracy 3D Face Modelling/Rank-1 3D Face Modelling/Rank-5 3D Face Modelling/TAR @ FAR=0.0001 3D Face Modelling/TAR @ FAR=1e-3 3D Face Modelling/TAR @ FAR=1e-4 3D Face Modelling/TAR @ FAR=1e-5 3D Face Modelling/TAR @ FAR=0.01 3D Face Modelling/MFLOPs 3D Face Modelling/MParams 3D Face Modelling/TAR @ FAR=0.001 3D Face Modelling/TAR@FAR=0.0001 3D Face Modelling/Accuracy 3D Face Reconstruction/Rank-1 3D Face Reconstruction/Rank-5 3D Face Reconstruction/TAR @ FAR=0.0001 3D Face Reconstruction/TAR @ FAR=1e-3 3D Face Reconstruction/TAR @ FAR=1e-4 3D Face Reconstruction/TAR @ FAR=1e-5 3D Face Reconstruction/TAR @ FAR=0.01 3D Face Reconstruction/MFLOPs 3D Face Reconstruction/MParams 3D Face Reconstruction/TAR @ FAR=0.001 3D Face Reconstruction/TAR@FAR=0.0001 3D Face Reconstruction/Accuracy Face Recognition/Rank-1 Face Recognition/Rank-5 Face Recognition/TAR @ FAR=0.0001 Face Recognition/TAR @ FAR=1e-3 Face Recognition/TAR @ FAR=1e-4 Face Recognition/TAR @ FAR=1e-5 Face Recognition/TAR @ FAR=0.01 Face Recognition/MFLOPs Face Recognition/MParams Face Reconstruction/Rank-1 Face Reconstruction/Rank-5 Face Reconstruction/TAR @ FAR=0.0001 Face Reconstruction/TAR @ FAR=1e-3 Face Reconstruction/TAR @ FAR=1e-4 Face Reconstruction/TAR @ FAR=1e-5 Face Reconstruction/TAR @ FAR=0.01 Face Reconstruction/MFLOPs Face Reconstruction/MParams Face Reconstruction/TAR @ FAR=0.001 Face Reconstruction/TAR@FAR=0.0001 Face Reconstruction/Accuracy Face Verification/TAR @ FAR=0.01 Face Verification/TAR @ FAR=0.001 Face Verification/TAR@FAR=0.0001 Face Verification/TAR @ FAR=1e-5 Face Verification/TAR @ FAR=0.0001 Facial Recognition and Modelling/Rank-1 Facial Recognition and Modelling/Rank-5 Facial Recognition and Modelling/TAR @ FAR=0.0001 Facial Recognition and Modelling/TAR @ FAR=1e-3 Facial Recognition and Modelling/TAR @ FAR=1e-4 Facial Recognition and Modelling/TAR @ FAR=1e-5 Facial Recognition and Modelling/TAR @ FAR=0.01 Facial Recognition and Modelling/MFLOPs Facial Recognition and Modelling/MParams Facial Recognition and Modelling/TAR @ FAR=0.001 Facial Recognition and Modelling/TAR@FAR=0.0001 Facial Recognition and Modelling/Accuracy Quantization/TAR @ FAR=1e-4

Statistics

Papers: 163
Benchmarks: 75

Links

Tasks

3D 3D Face Modelling 3D Face Reconstruction Face Identification Face Recognition Face Reconstruction Face Verification Facial Recognition and Modelling Lightweight Face Recognition Quantization