Facial Soft Biometrics for Recognition in the Wild: Recent Works, Annotation, and COTS Evaluation

24 October 2022

Julian Fierrez

Papers citing "Facial Soft Biometrics for Recognition in the Wild: Recent Works, Annotation, and COTS Evaluation"

48 / 48 papers shown

Title
Exploiting Multiple Representations: 3D Face Biometrics Fusion with Application to Surveillance Simone Maurizio La Cava Roberto Casula S. Concas G. Orrú Ruben Tolosana Martin Drahansky Julian Fierrez G. L. Marcialis CVBM 25 1 0 26 Apr 2025
Towards General Visual-Linguistic Face Forgery Detection(V2) Ke Sun Shen Chen Taiping Yao Ziyin Zhou Jiayi Ji Xiaoshuai Sun Chia-Wen Lin Rongrong Ji 67 2 0 28 Feb 2025
Massively Annotated Datasets for Assessment of Synthetic and Real Data in Face Recognition Pedro C. Neto Rafael M. Mamede Carolina Albuquerque Tiago B. Gonccalves Ana F. Sequeira 31 1 0 23 Apr 2024
Real is not True: Backdoor Attacks Against Deepfake Detection Hong Sun Ziqiang Li Lei Liu Bin Li AAML 36 4 0 11 Mar 2024
How Good is ChatGPT at Face Biometrics? A First Look into Recognition, Soft Biometrics, and Explainability Ivan Deandres-Tame Ruben Tolosana R. Vera-Rodríguez Aythami Morales Julian Fierrez J. Ortega-Garcia CVBM 34 22 0 24 Jan 2024
Text-Guided Face Recognition using Multi-Granularity Cross-Modal Contrastive Learning Md Golam Moula Mehedi Hasan S. Sami Nasser M. Nasrabadi 26 4 0 14 Dec 2023
Keystroke Verification Challenge (KVC): Biometric and Fairness Benchmark Evaluation Giuseppe Stragapede R. Vera-Rodríguez Ruben Tolosana Aythami Morales Naser Damer Julian Fierrez J. Ortega-Garcia 22 7 0 10 Nov 2023
Image Generation and Learning Strategy for Deep Document Forgery Detection Yamato Okamoto Osada Genki Iu Yahiro Rintaro Hasegawa Peifei Zhu Hirokatsu Kataoka AAML 31 0 0 07 Nov 2023
Turn Fake into Real: Adversarial Head Turn Attacks Against Deepfake Detection Weijie Wang Zhengyu Zhao N. Sebe Bruno Lepri AAML 32 2 0 03 Sep 2023
Improving Face Recognition from Caption Supervision with Multi-Granular Contextual Feature Aggregation Md Golam Moula Mehedi Hasan Nasser M. Nasrabadi CVBM 16 2 0 13 Aug 2023
Towards General Visual-Linguistic Face Forgery Detection Ke Sun Shen Chen Taiping Yao Haozhe Yang Xiaoshuai Sun Shouhong Ding R. Ji 28 12 0 31 Jul 2023
Measuring Bias in AI Models: An Statistical Approach Introducing N-Sigma Daniel DeAlcala Ignacio Serna Aythami Morales Julian Fierrez J. Ortega-Garcia 19 6 0 26 Apr 2023
Combining Blockchain and Biometrics: A Survey on Technical Aspects and a First Legal Analysis Mahdieh Ghafourian Bilgesu Sumer R. Vera-Rodríguez Julian Fierrez Ruben Tolosana Aythami Moralez E. Kindt 29 4 0 21 Feb 2023
OTB-morph: One-Time Biometrics via Morphing Mahdieh Ghafourian Julian Fierrez R. Vera-Rodríguez Aythami Morales Ignacio Serna 22 3 0 17 Feb 2023
Human-Centric Multimodal Machine Learning: Recent Advances and Testbed on AI-based Recruitment Alejandro Peña Ignacio Serna Aythami Morales Julian Fierrez Alfonso Ortega Ainhoa Herrarte Manuel Alcántara J. Ortega-Garcia FaML 25 34 0 13 Feb 2023
Toward Face Biometric De-identification using Adversarial Examples Mahdieh Ghafourian Julian Fierrez Luis F. Gomez R. Vera-Rodríguez Aythami Morales Zohra Rezgui Raymond N. J. Veldhuis PICV AAML 11 7 0 07 Feb 2023
Periocular Biometrics: A Modality for Unconstrained Scenarios F. Alonso-Fernandez J. Bigün Julian Fierrez Naser Damer Hugo Proencca Arun Ross CVBM 11 6 0 28 Dec 2022
Contextualize differential privacy in image database: a lightweight image differential privacy approach based on principle component analysis inverse Shiliang Zhang Xuehui Ma Huidi Cao Tengyuan Zhao Yajie Yu Zhuzhu Wang 12 0 0 16 Feb 2022
ALEBk: Feasibility Study of Attention Level Estimation via Blink Detection applied to e-Learning Roberto Daza Daniel DeAlcala Aythami Morales Ruben Tolosana Ruth Cobos Julian Fierrez 21 21 0 16 Dec 2021
OTB-morph: One-Time Biometrics via Morphing applied to Face Templates Mahdieh Ghafourian Julian Fierrez R. Vera-Rodríguez Ignacio Serna Aythami Morales CVBM 19 6 0 25 Nov 2021
Introduction to Presentation Attack Detection in Iris Biometrics and Recent Advances J. Hernandez-Ortega Julian Fierrez Javier Galbally Marta Gomez-Barrero AAML 9 5 0 24 Nov 2021
Introduction to Presentation Attack Detection in Face Biometrics and Recent Advances J. Hernandez-Ortega Julian Fierrez Aythami Morales Javier Galbally AAML CVBM 6 9 0 23 Nov 2021
Harnessing Unlabeled Data to Improve Generalization of Biometric Gender and Age Classifiers Aakash Varma Nadimpalli N. Reddy Sreeraj Ramachandran A. Rattani 6 4 0 09 Oct 2021
SELM: Siamese Extreme Learning Machine with Application to Face Biometrics Wasu Kudisthalert Kitsuchart Pasupa Aythami Morales Julian Fierrez CVBM 13 4 0 06 Aug 2021
Facial Masks and Soft-Biometrics: Leveraging Face Recognition CNNs for Age and Gender Prediction on Mobile Ocular Images F. Alonso-Fernandez Kevin Hernandez Diaz Silvia Ramis Francisco J. Perales López J. Bigün CVBM 17 23 0 31 Mar 2021
MagDR: Mask-guided Detection and Reconstruction for Defending Deepfakes Zhikai Chen Lingxi Xie Shanmin Pang Yong He Bo Zhang AAML 31 32 0 26 Mar 2021
A Comprehensive Study on Face Recognition Biases Beyond Demographics Philipp Terhörst J. Kolf Marco Huber Florian Kirchbuchner Naser Damer Aythami Morales Julian Fierrez Arjan Kuijper 26 115 0 02 Mar 2021
Fusing CNNs and statistical indicators to improve image classification Javier Huertas-Tato Alejandro Martín Julián Fierrez David Camacho 9 37 0 20 Dec 2020
Exploring Facial Expressions and Affective Domains for Parkinson Detection Luis Felipe Gómez-Gómez Aythami Morales Julian Fierrez J. Orozco-Arroyave CVBM 16 10 0 11 Dec 2020
Mutual Information Maximization on Disentangled Representations for Differential Morph Detection Sobhan Soleymani Ali Dabouei Fariborz Taherkhani J. Dawson Nasser M. Nasrabadi 22 27 0 02 Dec 2020
MAAD-Face: A Massively Annotated Attribute Dataset for Face Images Philipp Terhörst Daniel Fahrmann J. Kolf Naser Damer Florian Kirchbuchner Arjan Kuijper CVBM 11 37 0 02 Dec 2020
Facial Expressions as a Vulnerability in Face Recognition Alejandro Peña Ignacio Serna Aythami Morales Julian Fierrez Àgata Lapedriza CVBM 6 18 0 17 Nov 2020
Are Adaptive Face Recognition Systems still Necessary? Experiments on the APE Dataset G. Orrú Marco Micheletto Julian Fierrez G. L. Marcialis CVBM 6 1 0 08 Oct 2020
Learning Emotional-Blinded Face Representations Alejandro Peña Julian Fierrez Àgata Lapedriza Aythami Morales CVBM 4 12 0 18 Sep 2020
Face Image Quality Assessment: A Literature Survey Torsten Schlett Christian Rathgeb O. Henniger Javier Galbally Julian Fierrez Christoph Busch CVBM 13 128 0 02 Sep 2020
FaceHop: A Light-Weight Low-Resolution Face Gender Classification Method Mozhdeh Rouhsedaghat Yifan Wang Xiou Ge Shuowen Hu Suya You C.-C. Jay Kuo CVBM 16 42 0 18 Jul 2020
DeepRhythm: Exposing DeepFakes with Attentional Visual Heartbeat Rhythms Hua Qi Qing-Wu Guo Felix Juefei Xu Xiaofei Xie L. Ma Wei Feng Yang Liu Jianjun Zhao CVBM 20 198 0 13 Jun 2020
mEBAL: A Multimodal Database for Eye Blink Detection and Attention Level Estimation Roberto Daza Aythami Morales Julian Fierrez Ruben Tolosana CVBM 6 43 0 09 Jun 2020
A Comparative Evaluation of Heart Rate Estimation Methods using Face Videos J. Hernandez-Ortega Julian Fierrez Aythami Morales David Díaz CVBM 19 19 0 22 May 2020
Bias in Multimodal AI: Testbed for Fair Automatic Recruitment Alejandro Peña Ignacio Serna Aythami Morales Julian Fierrez 22 55 0 15 Apr 2020
InsideBias: Measuring Bias in Deep Networks and Application to Face Gender Biometrics Ignacio Serna Alejandro Peña Aythami Morales Julian Fierrez CVBM 6 61 0 14 Apr 2020
A Quadruplet Loss for Enforcing Semantically Coherent Embeddings in Multi-output Classification Problems Hugo Manuel Proença Ehsan Yaghoubi P. Alirezazadeh 7 6 0 26 Feb 2020
PrivacyNet: Semi-Adversarial Networks for Multi-attribute Face Privacy Vahid Mirjalili S. Raschka Arun Ross PICV CVBM 22 100 0 02 Jan 2020
DeepFakes and Beyond: A Survey of Face Manipulation and Fake Detection Ruben Tolosana R. Vera-Rodríguez Julian Fierrez Aythami Morales J. Ortega-Garcia 3DPC CVBM 40 775 0 01 Jan 2020
Cross-Sensor Periocular Biometrics in a Global Pandemic: Comparative Benchmark and Novel Multialgorithmic Approach F. Alonso-Fernandez Kiran B. Raja Ramachandra Raghavendra C. Busch J. Bigün R. Vera-Rodríguez Julian Fierrez CVBM 20 18 0 21 Feb 2019
A Comprehensive Overview of Biometric Fusion Maneet Singh Richa Singh Arun Ross 8 185 0 08 Feb 2019
SensitiveNets: Learning Agnostic Representations with Application to Face Images Aythami Morales Julian Fierrez R. Vera-Rodríguez Ruben Tolosana CVBM 12 40 0 01 Feb 2019
Deep Learning in Information Security S. Thaler Vlado Menkovski M. Petković 10 10 0 12 Sep 2018