Stating Comparison Score Uncertainty and Verification Decision
Confidence Towards Transparent Face Recognition

Stating Comparison Score Uncertainty and Verification Decision Confidence Towards Transparent Face Recognition

19 October 2022

Philipp Terhörst

Florian Kirchbuchner

Naser Damer

ArXiv (abs)PDF HTML

Papers citing "Stating Comparison Score Uncertainty and Verification Decision Confidence Towards Transparent Face Recognition"

19 / 19 papers shown

Title
QMagFace: Simple and Accurate Quality-Aware Face Recognition Philipp Terhörst Malte Ihlefeld Marco Huber Naser Damer Florian Kirchbuchner Kiran Raja Arjan Kuijper CVBM 86 53 0 26 Nov 2021
ElasticFace: Elastic Margin Loss for Deep Face Recognition Fadi Boutros Naser Damer Florian Kirchbuchner Arjan Kuijper CVBM 74 222 0 20 Sep 2021
Cross-Quality LFW: A Database for Analyzing Cross-Resolution Image Face Recognition in Unconstrained Environments Martin Knoche S. Hörmann Gerhard Rigoll CVBM 100 41 0 23 Aug 2021
EQFace: A Simple Explicit Quality Network for Face Recognition Rushuai Liu Weijun Tan CVBM 67 18 0 03 May 2021
Learning Probabilistic Ordinal Embeddings for Uncertainty-Aware Regression Wanhua Li Xiaoke Huang Jiwen Lu Jianjiang Feng Jie Zhou UQCV 125 64 0 25 Mar 2021
MagFace: A Universal Representation for Face Recognition and Quality Assessment Qiang Meng Shichao Zhao Zhida Huang F. Zhou CVBM 74 491 0 11 Mar 2021
SDD-FIQA: Unsupervised Face Image Quality Assessment with Similarity Distribution Distance Fu-Zhao Ou Xingyu Chen Ruixin Zhang Yanhua Huang Shaoxin Li Jilin Li Yong Li Liujuan Cao Yuan-Gen Wang CVBM 143 100 0 10 Mar 2021
A Comprehensive Study on Face Recognition Biases Beyond Demographics Philipp Terhörst Jan Niklas Kolf Marco Huber Florian Kirchbuchner Naser Damer Aythami Morales Julian Fierrez Arjan Kuijper 78 119 0 02 Mar 2021
Exploiting Sample Uncertainty for Domain Adaptive Person Re-Identification Kecheng Zheng Cuiling Lan Wenjun Zeng Zhizheng Zhang Zhengjun Zha 72 166 0 16 Dec 2020
Face Image Quality Assessment: A Literature Survey Torsten Schlett Christian Rathgeb O. Henniger Javier Galbally Julian Fierrez Christoph Busch CVBM 80 130 0 02 Sep 2020
Inducing Predictive Uncertainty Estimation for Face Recognition Weidi Xie J. Byrne Andrew Zisserman CVBM 48 16 0 01 Sep 2020
CurricularFace: Adaptive Curriculum Learning Loss for Deep Face Recognition Yanhua Huang Yuhan Wang Ying Tai Xiaoming Liu Pengcheng Shen Shaoxin Li Jilin Li Feiyue Huang CVBM 66 507 0 01 Apr 2020
Data Uncertainty Learning in Face Recognition Jie Chang Zhonghao Lan Changmao Cheng Yichen Wei CVBM 105 270 0 25 Mar 2020
SER-FIQ: Unsupervised Estimation of Face Image Quality Based on Stochastic Embedding Robustness Philipp Terhörst Jan Niklas Kolf Naser Damer Florian Kirchbuchner Arjan Kuijper CVBM 70 165 0 20 Mar 2020
Probabilistic Face Embeddings Yichun Shi Anil K. Jain CVBM 67 310 0 21 Apr 2019
Deep Face Recognition: A Survey Mei Wang Weihong Deng NoLa 137 1,233 0 18 Apr 2018
What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision? Alex Kendall Y. Gal BDL OOD UD UQCV PER 359 4,718 0 15 Mar 2017
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,322 0 10 Dec 2015
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 829 9,345 0 06 Jun 2015