Jahr
Year | Titel/Autor:in
Title/Author | Publikationstyp
Publication Type |
|---|
| 2024 |
FRCSyn-onGoing: Benchmarking and Comprehensive Evaluation of Real and Synthetic Data to Improve Face Recognition Systems
Melzi, Pietro; Tolosana, Ruben; Vera-Rodriguez, Ruben; Minchul, Kim; Rathgeb, Christian; Liu, Xiaoming; DeAndres-Tame, Ivan; Morales , Aythami; Fierrez, Julian; Ortega Heras, Javier; Zhao, Weisong; Zhu, Xiangyu; Yan, Zheyu; Zhang, Xiao-Yu; Wu, Jinlin; Lei, Zhen; Tripathi, Suvidha; Kothari, Mahak; Zama, Md Haider; Deb, Debayan; Biesseck, Bernardo; Vidal, Pedro; Granada, Roger; Fickel, Guilherme; Führ, Gustavo; Menotti, David; Unnervik, Alexander; George, Anjith; Ecabert, Christophe; Shahreza, Hatef Otroshi; Rahimi, Parsa; Marcel, Sébastien; Sarridis, Ioannis; Koutlis, Christos; Baltsou, Georgia; Papadopoulos, Symeon; Diou, Christos; Domenico, Nicolò Di; Borghi, Guido; Pellegrini, Lorenzo; Mas, Enrique; Sánchez-Pérez, Ángela; Atzori, Andrea; Fenu, Gianni; Marras, Mirko; Boutros, Fadi; Damer, Naser |
Zeitschriftenaufsatz
Journal Article
|
| 2024 |
SDFR: Synthetic Data for Face Recognition Competition
Otroshi Shahreza, Hatef; Ecabert, Christophe; George, Anjith; Unnervik, Alexander; Marcel, Sébastien; Di Domenico, Nicolò; Borghi, Guido; Maltoni, Davide; Boutros, Fadi; Vogel, Julia; Damer, Naser; Sánchez-Pérez, Ángela; Mas-Candela, Enrique; Calvo-Zaragoza, Jorge; Biesseck, Bernardo; Vidal, Pedro; Granada, Roger; Menotti, David; DeAndres-Tame, Ivan; Maurizio La Cava, Simone; Concas, Sara; Melzi, Pietro; Tolosana, Ruben; Vera-Rodriguez, Ruben; Perelli, Gianpaolo; Orrù, Giulia; Luca Marcialis, Gian; Fierrez, Julian |
Konferenzbeitrag
Conference Paper
|
| 2024 |
Second Edition FRCSyn Challenge at CVPR 2024: Face Recognition Challenge in the Era of Synthetic Data
DeAndres-Tame, Ivan; Tolosana, Ruben; Melzi, Pietro; Vera-Rodriguez, Ruben; Kim, Minchul; Rathgeb, Christian; Liu, Xiaoming; Morales, Aythami; Fierrez, Julian; Ortega-Garcia, Javier; Zhong, Zhizhou; Huang, Yuge; Mi, Yuxi; Ding, Shouhong; Zhou, Shuigeng; He, Shuai; Fu, Lingzhi; Cong, Heng; Zhang, Rongyu; Xiao, Zhihong; Smirnov, Evgeny; Pimenov, Anton; Grigorev, Aleksei; Timoshenko, Denis; Asfaw, Kaleb Mesfin; Yaw Low, Cheng; Liu, Hao; Wang, Chuyi; Zuo, Qing; He, Zhixiang; Shahreza, Hatef Otroshi; George, Anjith; Unnervik, Alexander; Rahimi, Parsa; Marcel, Sébastien; Neto, Pedro C.; Huber, Marco; Kolf, Jan Niklas; Damer, Naser; Boutros, Fadi; Cardoso, Jaime S.; Sequeira, Ana F.; Andrea Atzori; Fenu, Gianni; Marras, Mirko; Štruc, Vitomir; Yu, Jiang; Li, Zhangjie; Li, Jichun; Zhao, Weisong; Lei, Zhen; Zhu, Xiangyu; Zhang, Xiao-Yu; Biesseck, Bernardo; Vidal, Pedro; Coelho, Luiz; Granada, Roger; Menotti, David |
Konferenzbeitrag
Conference Paper
|
| 2024 |
AI-KD: Towards Alignment Invariant Face Image Quality Assessment Using Knowledge Distillation
Babnik, Žiga; Boutros, Fadi; Damer, Naser; Peer, Peter; Štruc, Vitomir |
Konferenzbeitrag
Conference Paper
|
| 2024 |
MixQuantBio: Towards Extreme Face and Periocular Recognition Model Compression with Mixed-precision Quantization
Kolf, Jan Niklas; Elliesen, Jurek; Damer, Naser; Boutros, Fadi |
Zeitschriftenaufsatz
Journal Article
|
| 2024 |
If It's Not Enough, Make It So: Reducing Authentic Data Demand in Face Recognition through Synthetic Faces
Atzori, Andrea; Boutros, Fadi; Damer, Naser; Fenu, Gianni; Marras, Mirko |
Konferenzbeitrag
Conference Paper
|
| 2024 |
SFace2: Synthetic-Based Face Recognition with w-Space Identity-Driven Sampling
Boutros, Fadi; Huber, Marco; Luu, Anh Thi; Siebke, Patrick; Damer, Naser |
Zeitschriftenaufsatz
Journal Article
|
| 2024 |
Bias and Diversity in Synthetic-based Face Recognition
Huber, Marco; Luu, Anh Thi; Boutros, Fadi; Kuijper, Arjan; Damer, Naser |
Konferenzbeitrag
Conference Paper
|
| 2024 |
GraFIQs: Face Image Quality Assessment Using Gradient Magnitudes
Kolf, Jan Niklas; Damer, Naser; Boutros, Fadi |
Konferenzbeitrag
Conference Paper
|
| 2024 |
Ubiquitous Multi-Occupant Detection in Smart Environments
Fährmann, Daniel; Boutros, Fadi; Kubon, Philipp; Kirchbuchner, Florian; Kuijper, Arjan; Damer, Naser |
Zeitschriftenaufsatz
Journal Article
|
| 2024 |
A Survey on Drowsiness Detection - Modern Applications and Methods
Fu, Biying; Boutros, Fadi; Lin, Chin-Teng; Damer, Naser |
Zeitschriftenaufsatz
Journal Article
|
| 2024 |
Generating Bimodal Privacy-Preserving Data for Face Recognition
Tomašević, Darian; Boutros, Fadi; Damer, Naser; Peer, Peter; Štruc, Vitomir |
Zeitschriftenaufsatz
Journal Article
|
| 2024 |
FRCSyn Challenge at WACV 2024: Face Recognition Challenge in the Era of Synthetic Data
Melzi, Pietro; Tolosana, Ruben; Vera-Rodriguez, Ruben; Minchul, Kim; Rathgeb, Christian; Xiaoming, Liu; DeAndres-Tame, Ivan; Morales , Aythami; Fierrez, Julian; Ortega-Garcia, Javier; Zhao, Weisong; Zhu, Xiangyu; Yan, Zheyu; Zhang, Xiao-Yu; Wu, Jinlin; Lei, Zhen; Tripathi, Suvidha; Kothari, Mahak; Zama, Md Haider; Deb, Debayan; Biesseck, Bernardo; Vidal, Pedro; Granada, Roger; Fickel, Guilherme; Führ, Gustavo; Menotti, David; Unnervik, Alexander; George, Anjith; Ecabert, Christophe; Hatef Shahreza, Otroshi; Rahimi, Parsa; Marcel, Sébastien; Sarridis, Ioannis; Koutlis, Christos; Baltsou, Georgia; Papadopoulos, Symeon; Diou, Christos; Di Domenico, Nicolò; Borghi, Guido; Pellegrini, Lorenzo; Mas-Candela, Enrique; Sánchez-Pérez, Ángela; Atzori, Andrea; Fenu, Gianni; Boutros, Fadi; Marras, Mirko; Damer, Naser |
Konferenzbeitrag
Conference Paper
|
| 2023 |
Identity Synthesis via Latent Diffusion Models for Accurate Face Recognition
Grebe, Jonas Henry |
Master Thesis
|
| 2023 |
The Unconstrained Ear Recognition Challenge 2023: Maximizing Performance and Minimizing Bias*
Emeršić, Ž.; Ohki, T.; Akasaka, M.; Arakawa, T.; Maeda, S.; Okano, M.; Sato, Y.; George, A.; Marcel, S.; Ganapathi, I. I.; Ali, S. S.; Javed, S.; Werghi, N.; Işık, S. G.; Sarıtaş, E.; Ekenel, H. K.; Sharma, G.; Kolf, Jan Niklas; Boutros, Fadi; Damer, Naser; Kamboj, A.; Nigam, A.; Hudovernik, V.; Jain, D. K.; Cámara-Chávez, G.; Peer, P.; Štruc, V. |
Konferenzbeitrag
Conference Paper
|
| 2023 |
IDiff-Face: Synthetic-based Face Recognition through Fizzy Identity-Conditioned Diffusion Models
Boutros, Fadi; Grebe, Jonas Henry; Kuijper, Arjan; Damer, Naser |
Konferenzbeitrag
Conference Paper
|
| 2023 |
On the Development of Face Recognition using Synthetic Data and Unsupervised Representation Learning
Klemt, Marcel |
Master Thesis
|
| 2023 |
Unsupervised Face Recognition using Unlabeled Synthetic Data
Boutros, Fadi; Klemt, Marcel; Fang, Meiling; Kuijper, Arjan; Damer, Naser |
Konferenzbeitrag
Conference Paper
|
| 2023 |
CR-FIQA: Face Image Quality Assessment by Learning Sample Relative Classifiability
Boutros, Fadi; Fang, Meiling; Klemt, Marcel; Fu, Biying; Damer, Naser |
Paper
|
| 2023 |
On the Quality and Diversity of Synthetic Face Data and its Relation to the Generator Training Data
Fu, Biying; Klemt, Marcel; Boutros, Fadi; Damer, Naser |
Konferenzbeitrag
Conference Paper
|
| 2023 |
EFaR 2023: Efficient Face Recognition Competition
Kolf, Jan Niklas; Boutros, Fadi; Elliesen, Jurek; Theuerkauf, Markus; Damer, Naser; Alansari, Mohamad; Abdul Hay, Oussama; Alansari, Sara; Javed, Sajid; Werghi, Naoufel; Grm, Klemen; Štruc, Vitomir; Alonso-Fernandez, Fernando; Hernandez Diaz, Kevin; Bigun, Josef; George, Anjith; Ecabert, Christophe; Otroshi Shahreza, Hatef; Kotwal, Ketan; Marcel, Sébastien; Medvedev, Iurii; Jin, Bo; Nunes, Diogo; Hassanpour, Ahmad; Khatiwada, Pankaj; Ahmad Toor, Aafan; Yang, Bian |
Konferenzbeitrag
Conference Paper
|
| 2023 |
Intra and Cross-spectrum Iris Presentation Attack Detection in the NIR and Visible Domains
Fang, Meiling; Boutros, Fadi; Damer, Naser |
Aufsatz in Buch
Book Article
|
| 2023 |
Sclera Segmentation and Joint Recognition Benchmarking Competition: SSRBC 2023
Das, Abhijit; Atreya, Saurabh; Mukherjee, Aritra; Vitek, Matej; Haiqing, Li; Wang, Caiyong; Zhao, Guangzhe; Boutros, Fadi; Siebke, Patrick; Kolf, Jan Niklas; Damer, Naser; Sun, Ye; Lu, Hexin; Aobo, Fan; Sheng, You; Nathan , Sabari; Suganya, R.; Rampriya, R.S.; Sharma, Geetanjali; Priyanka, P.; Nigam, Aditya; Peer, Peter; Pal, Umapada; Štruc, Vitomir |
Konferenzbeitrag
Conference Paper
|
| 2023 |
Identity-driven Three-Player Generative Adversarial Network for Synthetic-based Face Recognition
Kolf, Jan Niklas; Rieber, Tim Jannik; Elliesen, Jurek; Boutros, Fadi; Kuijper, Arjan; Damer, Naser |
Paper
|
| 2023 |
SyPer: Synthetic periocular data for quantized light-weight recognition in the NIR and visible domains
Kolf, Jan Niklas; Elliesen, Jurek; Boutros, Fadi; Proença, Hugo; Damer, Naser |
Zeitschriftenaufsatz
Journal Article
|
| 2023 |
Are Explainability Tools Gender Biased? A Case Study on Face Presentation Attack Detection
Huber, Marco; Fang, Meiling; Boutros, Fadi; Damer, Naser |
Konferenzbeitrag
Conference Paper
|
| 2023 |
MorDIFF: Recognition Vulnerability and Attack Detectability of Face Morphing Attacks Created by Diffusion Autoencoders
Damer, Naser; Fang, Meiling; Siebke, Patrick; Kolf, Jan Niklas; Huber, Marco; Boutros, Fadi |
Konferenzbeitrag
Conference Paper
|
| 2023 |
IDiff-Face: Synthetic-based Face Recognition through Fizzy Identity-Conditioned Diffusion Models
Boutros, Fadi; Grebe, Jonas Henry; Kuijper, Arjan; Damer, Naser |
Paper
|
| 2023 |
How Colorful Should Faces Be? Harmonizing Color and Model Quantization for Resource-restricted Face Recognition
Kolf, Jan Niklas; Elliesen, Jurek; Boutros, Fadi; Damer, Naser |
Konferenzbeitrag
Conference Paper
|
| 2023 |
CR-FIQA: Face Image Quality Assessment by Learning Sample Relative Classifiability
Boutros, Fadi; Fang, Meiling; Klemt, Marcel; Fu, Biying; Damer, Naser |
Konferenzbeitrag
Conference Paper
|
| 2023 |
Synthetic data for face recognition: Current state and future prospects
Boutros, Fadi; Struc, Vitomir; Fierrez, Julian; Damer, Naser |
Zeitschriftenaufsatz
Journal Article
|
| 2023 |
ExFaceGAN: Exploring Identity Directions in GAN’s Learned Latent Space for Synthetic Identity Generation
Boutros, Fadi; Klemt, Marcel; Fang, Meiling; Kuijper, Arjan; Damer, Naser |
Konferenzbeitrag
Conference Paper
|
| 2023 |
Identity-driven Three-Player Generative Adversarial Network for Synthetic-based Face Recognition
Kolf, Jan Niklas; Rieber, Tim Jannik; Elliesen, Jurek; Boutros, Fadi; Kuijper, Arjan; Damer, Naser |
Konferenzbeitrag
Conference Paper
|
| 2022 |
Masked Face Recognition: Human versus Machine
Damer, Naser; Boutros, Fadi; Süßmilch, Marius; Fang, Meiling; Kirchbuchner, Florian; Kuijper, Arjan |
Zeitschriftenaufsatz
Journal Article
|
| 2022 |
SYN-MAD 2022: Competition on Face Morphing Attack Detection Based on Privacy-aware Synthetic Training Data
Huber, Marco; Boutros, Fadi; Luu, Anh Thi; Kiran, Raja; Ramachandra, Raghavendra; Damer, Naser; Neto, Pedro C.; Goncalves, Tiago J.; Sequeira, Ana F.; Cardoso, Jaime S.; Tremoco, Joao; Lourenco, Miguel; Serra, Sergio; Cermeno, Eduardo; Ivanovska, Marija; Batagelj, Borut; Kronovšek, Andrej; Peer, Peter; Štruc, Vitomir |
Konferenzbeitrag
Conference Paper
|
| 2022 |
The Overlapping Effect and Fusion Protocols of Data Augmentation Techniques in Iris PAD
Fang, Meiling; Damer, Naser; Boutros, Fadi; Kirchbuchner, Florian; Kuijper, Arjan |
Zeitschriftenaufsatz
Journal Article
|
| 2022 |
Low-resolution Iris Recognition via Knowledge Distillation
Kähm, Olga |
Master Thesis
|
| 2022 |
Low-resolution Iris Recognition via Knowledge Transfer
Boutros, Fadi; Kähm, Olga; Fang, Meiling; Kirchbuchner, Florian; Damer, Naser; Kuijper, Arjan |
Konferenzbeitrag
Conference Paper
|
| 2022 |
Privacy-friendly Synthetic Data for the Development of Face Morphing Attack Detectors
Damer, Naser; López, César Augusto Fontanillo; Fang, Meiling; Spiller, Noemie; Pham, Minh Vu; Boutros, Fadi |
Konferenzbeitrag
Conference Paper
|
| 2022 |
Lightweight Periocular Recognition through Low-bit Quantization
Kolf, Jan Niklas; Boutros, Fadi; Kirchbuchner, Florian; Damer, Naser |
Konferenzbeitrag
Conference Paper
|
| 2022 |
Self-restrained Triplet Loss for Accurate Masked Face Recognition
Boutros, Fadi; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan |
Zeitschriftenaufsatz
Journal Article
|
| 2022 |
QuantFace: Towards Lightweight Face Recognition by Synthetic Data Low-bit Quantization
Boutros, Fadi; Damer, Naser; Kuijper, Arjan |
Konferenzbeitrag
Conference Paper
|
| 2022 |
Efficient and High Performing Biometrics: Towards Enabling Recognition in Embedded Domains
Boutros, Fadi |
Dissertation
Doctoral Thesis
|
| 2022 |
ElasticFace: Elastic Margin Loss for Deep Face Recognition
Boutros, Fadi; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan |
Paper
|
| 2022 |
PocketNet: Extreme Lightweight Face Recognition Network Using Neural Architecture Search and Multistep Knowledge Distillation
Boutros, Fadi; Siebke, Patrick; Klemt, Marcel; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan |
Zeitschriftenaufsatz
Journal Article
|
| 2022 |
Exploring Bias in Sclera Segmentation Models: A Group Evaluation Approach
Vitek, Matej; Das, Abhijit; Lucio, Diego Rafael; Zanlorensi , Luiz Antonio; Menotti, David; Shahpar, Mohsen Akbari; Khiarak, Jalil Nourmohammadi; Asgari-Chenaghlu, Meysam; Jaryani, Farhang; Valenzuela, Andres; Tapia, Juan E.; Wang, Caiyong; Raja, Kiran; Wang, Yunlong; Kumar, S.V. Aruna; Boutros, Fadi; Damer, Naser; He, Zhaofeng; Kuijper, Arjan; Grebe, Jonas Henry; Harish, B. S.; Pal, Umapada; Peer, Peter; Zampoukis, Georgios; Tsochatzidis, Lazaros; Pratikakis, Ioannis; Gupta, Gourav; Struc, Vitomir; Sun, Zhenan |
Zeitschriftenaufsatz
Journal Article
|
| 2022 |
Template-Driven Knowledge Distillation for Compact and Accurate Periocular Biometrics Deep-Learning Models
Boutros, Fadi; Damer, Naser; Raja, Kiran; Kirchbuchner, Florian; Kuijper, Arjan |
Zeitschriftenaufsatz
Journal Article
|
| 2022 |
ElasticFace: Elastic Margin Loss for Deep Face Recognition
Boutros, Fadi; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan |
Konferenzbeitrag
Conference Paper
|
| 2022 |
Beyond Masks: On the Generalization of Masked Face Recognition Models to Occluded Face Recognition
Neto, Pedro C.; Pinto, Joao Ribeiro; Boutros, Fadi; Damer, Naser; Sequeira, Ana F.; Cardoso, Jaime S. |
Zeitschriftenaufsatz
Journal Article
|
| 2022 |
SFace: Privacy-friendly and Accurate Face Recognition using Synthetic Data
Boutros, Fadi; Huber, Marco; Siebke, Patrick; Rieber, Tim Jannik; Damer, Naser |
Konferenzbeitrag
Conference Paper
|
| 2022 |
OCFR 2022: Competition on Occluded Face Recognition from Synthetically Generated Structure-Aware Occlusions
Neto, Pedro C.; Boutros, Fadi; Pinto, Joao Ribeiro; Damer, Naser; Sequeira, Ana F.; Bengherabi, Messaoud; Cardoso, Jaime S.; Bousnat, Abderaouf; Boucheta, Sana; Hebbadj, Nesrine; Erakin, Mustafa Ekrem; Demir, Ugur; Vidal, Pedro Beber De Queiroz; Menotti, David; Ekenel, Hazim Kemal |
Konferenzbeitrag
Conference Paper
|
| 2022 |
On the Effect of Synthetic Data Generation on Face Recognition Performance
Rieber, Tim Jannik |
Master Thesis
|
| 2022 |
Unsupervised Face Morphing Attack Detection via Self-paced Anomaly Detection
Fang, Meiling; Boutros, Fadi; Damer, Naser |
Konferenzbeitrag
Conference Paper
|
| 2022 |
Privacy-friendly Synthetic Data for the Development of Face Morphing Attack Detectors
Damer, Naser; López, César Augusto Fontanillo; Fang, Meiling; Spiller, Noemie; Pham, Minh Vu; Boutros, Fadi |
Paper
|
| 2021 |
Mask-invariant Face Recognition through Template-level Knowledge Distillation
Huber, Marco; Boutros, Fadi; Kirchbuchner, Florian; Damer, Naser |
Konferenzbeitrag
Conference Paper
|
| 2021 |
MixFaceNets: Extremely Efficient Face Recognition Networks
Boutros, Fadi; Damer, Naser; Fang, Meiling; Kirchbuchner, Florian; Kuijper, Arjan |
Konferenzbeitrag
Conference Paper
|
| 2021 |
Cross-database and Cross-attack Iris Presentation Attack Detection Using Micro Stripes Analyses
Fang, Meiling; Damer, Naser; Boutros, Fadi; Kirchbuchner, Florian; Kuijper, Arjan |
Zeitschriftenaufsatz
Journal Article
|
| 2021 |
MFR 2021: Masked Face Recognition Competition
Boutros, Fadi; Damer, Naser; Kolf, Jan Niklas; Raja, Kiran; Kirchbuchner, Florian; Ramachandra, Raghavendra; Kuijper, Arjan; Fang, Pengcheng; Zhang, Chao; Wang, Fei; Montero, David; Aginako, Naiara; Sierra, Basilio; Nieto, Marcos; Erakin, Mustafa Ekrem; Demir, Ugur; Ekenel, Hazim Kemal; Kataoka, Asaki; Ichikawa, Kohei; Kubo, Shizuma; Zhang, Jie; He, Mingjie; Han, Dan; Shan, Shiguang; Grm, Klemen; Struc, Vitomir; Seneviratne, Sachith; Kasthuriarachchi, Nuran; Rasnayaka, Sanka; Neto, Pedro C.; Sequeira, Ana F.; Pinto, Joao Ribeiro; Saffari, Mohsen; Cardoso, Jaime S. |
Konferenzbeitrag
Conference Paper
|
| 2021 |
ReGenMorph: Visibly Realistic GAN Generated Face Morphing Attacks by Attack Re-generation
Damer, Naser; Raja, Kiran; Süßmilch, Marius; Venkatesh, Sushma; Boutros, Fadi; Fang, Meiling; Kirchbuchner, Florian; Ramachandra, Raghavendra; Kuijper, Arjan |
Konferenzbeitrag
Conference Paper
|
| 2021 |
Partial Attack Supervision and Regional Weighted Inference for Masked Face Presentation Attack Detection
Fang, Meiling; Boutros, Fadi; Kuijper, Arjan; Damer, Naser |
Konferenzbeitrag
Conference Paper
|
| 2021 |
Iris Presentation Attack Detection by Attention-based and Deep Pixel-wise Binary Supervision Network
Fang, Meiling; Damer, Naser; Boutros, Fadi; Kirchbuchner, Florian; Kuijper, Arjan |
Konferenzbeitrag
Conference Paper
|
| 2021 |
Face Liveness Detection Competition (LivDet-Face) - 2021
Purnapatra, Sandip; Smalt, Nic; Bahmani, Keivan; Das, Priyanka; Yambay, David; Mohammadi, Amir; George, Anjith; Bourlai, Thirimachos; Marcel, Sébastien; Schuckers, Stephanie; Fang, Meiling; Damer, Naser; Boutros, Fadi; Kuijper, Arjan; Kantarci, Alperen; Demir, Basar; Yildiz, Zafer; Ghafoory, Zabi; Dertli, Hasan; Ekenel, Hazim Kemal; Vu, Son; Christophides, Vassilis; Dashuang, Liang; Guanghao, Zhang; Zhanlong, Hao; Junfu, Liu; Yufeng, Jin; Liu, Samo; Huang, Samuel; Kuei, Salieri; Singh, Jag Mohan; Ramachandra, Raghavendra |
Konferenzbeitrag
Conference Paper
|
| 2021 |
FocusFace: Multi-task Contrastive Learning for Masked Face Recognition
Neto, Pedro C.; Boutros, Fadi; Pinto, Joao Ribeiro; Damer, Naser; Sequeira, Ana F.; Cardoso, Jaime S. |
Konferenzbeitrag
Conference Paper
|
| 2021 |
NIR Iris Challenge Evaluation in Non-cooperative Environments: Segmentation and Localization
Wang, Caiyong; Wang, Yunlong; Zhang, Kunbo; Muhammad, Jawad; Lu, Tianhao; Zhang, Qi; Tian, Qichuan; He, Zhaofeng; Sun, Zhenan; Zhang, Yiwen; Liu, Tianbao; Yang, Wei; Wu, Dongliang; Liu, Yingfeng; Zhou, Ruiye; Wu, Huihai; Zhang, Hao; Wang, Junbao; Wang, Jiayi; Xiong, Wantong; Shi, Xueyu; Zeng, Shao; Li, Peihua; Sun, Haodong; Wang, Jing; Zhang, Jiale; Wang, Qi; Wu, Huijie; Zhang, Xinhui; Li, Haiqing; Chen, Yu; Chen, Liang; Zhang, Menghan; Sun, Ye; Zhou, Zhiyong; Boutros, Fadi; Damer, Naser; Kuijper, Arjan; Tapia, Juan; Valenzuela, Andrés; Busch, Christoph; Gupta, Gourav; Raja, Kiran; Wu, Xi; Li, Xiaojie; Yang, Jingfu; Jing, Hongyan; Wang, Xin; Kong, Bin; Yin, Youbing; Song, Qi; Lyu, Siwei; Hu, Shu; Premk, Leon; Vitek, Matej; Struc, Vitomir; Peer, Peter; Khiarak, Jalil Nourmohammadi; Jaryani, Farhang; Nasab, Samaneh Salehi; Moafinejad, Seyed Naeim; Amini, Yasin; Noshad, Morteza |
Konferenzbeitrag
Conference Paper
|
| 2021 |
Neural Architecture Search for Mobile Face Recognition
Siebke, Patrick |
Bachelor Thesis
|
| 2021 |
My Eyes Are Up Here: Promoting Focus on Uncovered Regions in Masked Face Recognition
Neto, Pedro C.; Boutros, Fadi; Pinto, Joao Ribeiro; Saffari, Mohsen; Damer, Naser; Sequeira, Ana F.; Cardoso, Jaime S. |
Konferenzbeitrag
Conference Paper
|
| 2021 |
Extended Evaluation of the Effect of Real and Simulated Masks on Face Recognition Performance
Damer, Naser; Boutros, Fadi; Süßmilch, Marius; Kirchbuchner, Florian; Kuijper, Arjan |
Zeitschriftenaufsatz
Journal Article
|
| 2021 |
PW-MAD: Pixel-Wise Supervision for Generalized Face Morphing Attack Detection
Damer, Naser; Spiller, Noémie Catherine Hélène; Fang, Meiling; Boutros, Fadi; Kirchbuchner, Florian; Kuijper, Arjan |
Konferenzbeitrag
Conference Paper
|
| 2021 |
Reducing Deep Face Recognition Model Memory Footprint via Quantization
Tu, Ha Hai |
Bachelor Thesis
|
| 2020 |
The Effect of Wearing a Mask on Face Recognition Performance. An Exploratory Study
Damer, Naser; Grebe, Jonas Henry; Chen, Cong; Boutros, Fadi; Kirchbuchner, Florian; Kuijper, Arjan |
Konferenzbeitrag
Conference Paper
|
| 2020 |
Iris and Periocular Biometrics for Head Mounted Displays. Segmentation, Recognition, and Synthetic Data Generation
Boutros, Fadi; Damer, Naser; Raja, Kiran; Ramachandra, Raghavendra; Kirchbuchner, Florian; Kuijper, Arjan |
Zeitschriftenaufsatz
Journal Article
|
| 2020 |
Compact Models for Periocular Verification Through Knowledge Distillation
Boutros, Fadi; Damer, Naser; Fang, Meiling; Raja, Kiran; Kirchbuchner, Florian; Kuijper, Arjan |
Konferenzbeitrag
Conference Paper
|
| 2020 |
Reducing Deep Face Recognition Model Size by Knowledge Distillation
Klemt, Marcel |
Bachelor Thesis
|
| 2020 |
Iris Liveness Detection Competition (LivDet-Iris) - The 2020 Edition
Das, Priyanka; McGrath, Joseph; Fang, Zhaoyuan; Boyd, Aidan; Jang, Ganghee; Mohammadi, Amir; Purnapatra, Sandip; Yambay, David; Marcel, Sébastien; Trokielewicz, Mateusz; Maciejewicz, Piotr; Bowyer, Kevin W.; Czajka, Adam; Schuckers, Stephanie; Tapia, Juan; Gonzalez, Sebastian; Fang, Meiling; Damer, Naser; Boutros, Fadi; Kuijper, Arjan; Sharma, Renu; Chen, Cunjian; Ross, Arun A. |
Konferenzbeitrag
Conference Paper
|
| 2020 |
Learned Data Augmentation for Model Optimization
Hsu, Wei-Hung |
Master Thesis
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| 2020 |
Fusing Iris and Periocular Region for User Verification in Head Mounted Displays
Boutros, Fadi; Damer, Naser; Raja, Kiran; Ramachandra, Raghavendra; Kirchbuchner, Florian; Kuijper, Arjan |
Konferenzbeitrag
Conference Paper
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| 2020 |
SSBC 2020: Sclera Segmentation Benchmarking Competition in the Mobile Environment
Vitek, M.; Das, A.; Pourcenoux, Yann; Missler, Alexandre; Paumier, C.; Das, S.; Ghosh, Ishita de; Lucio, Diego Rafael; Zanlorensi, Luiz Antonio; Boutros, Fadi; Damer, Naser; Grebe, Jonas Henry; Kuijper, Arjan; Hu, J.; He, Y.; Wang, C.; Liu, H.; Wang, Y.; Sun, Z.; Osorio-Roig, D.; Rathgeb, Christian; Busch, Christoph; Tapia, Juan; Valenzuela, Andrés; Zampoukis, Georgios; Tsochatzidis, Lazaros; Pratikakis, Ioannis; Nathan, Sabari; Suganya, Ramamoorthy; Mehta, V.; Dhall, Abhinav; Raja, Kiran; Gupta, G.; Khiarak, Jalil Nourmohammadi; Akbari-Shahper, Mohsen; Jaryani, Farhang; Asgari-Chenaghl, Meysam; Vyas, Ritesh; Dakshit, Sagnik; Peer, Peter; Pal, Umapada; Struc, Vitomir; Menotti, David |
Konferenzbeitrag
Conference Paper
|
| 2020 |
Deep Learning Multi-layer Fusion for an Accurate Iris Presentation Attack Detection
Fang, Meiling; Damer, Naser; Boutros, Fadi; Kirchbuchner, Florian; Kuijper, Arjan |
Konferenzbeitrag
Conference Paper
|
| 2020 |
Periocular Biometrics in Head-Mounted Displays: A Sample Selection Approach for Better Recognition
Boutros, Fadi; Damer, Naser; Raja, Kiran; Ramachandra, Raghavendra; Kirchbuchner, Florian; Kuijper, Arjan |
Konferenzbeitrag
Conference Paper
|
| 2020 |
On Benchmarking Iris Recognition within a Head-mounted Display for AR/VR Applications
Boutros, Fadi; Damer, Naser; Raja, Kiran; Ramachandra, Raghavendra; Kirchbuchner, Florian; Kuijper, Arjan |
Konferenzbeitrag
Conference Paper
|
| 2019 |
Robust Face Authentication Based on Dynamic Quality-weighted Comparison of Visible and Thermal-to-visible images to Visible Enrollments
Mallat, Khawla; Damer, Naser; Boutros, Fadi; Dugelay, Jean-Luc |
Konferenzbeitrag
Conference Paper
|
| 2019 |
Exploring the Channels of Multiple Color Spaces for Age and Gender Estimation from Face Images
Boutros, Fadi; Damer, Naser; Terhörst, Philipp; Kirchbuchner, Florian; Kuijper, Arjan |
Konferenzbeitrag
Conference Paper
|
| 2019 |
Ubiquitous Person Detection and Identification in Smart Living Environments
Kubon, Philipp |
Bachelor Thesis
|
| 2019 |
Cross-spectrum thermal to visible face recognition based on cascaded image synthesis
Mallat, Khawla; Damer, Naser; Boutros, Fadi; Kuijper, Arjan; Dugelay, Jean-Luc |
Konferenzbeitrag
Conference Paper
|
| 2019 |
Investigate the use of ultrasonic sensor for human pose estimation in smart environments
Youssef, Salahedine |
Bachelor Thesis
|
| 2019 |
Eye-MMS: Miniature Multi-Scale Segmentation Network of Key Eye-Regions in Embedded Applications
Boutros, Fadi; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan |
Konferenzbeitrag
Conference Paper
|
| 2019 |
Detecting Face Morphing Attacks by Analyzing the Directed Distances of Facial Landmarks Shifts
Damer, Naser; Boller, Viola; Wainakh, Yaza; Boutros, Fadi; Terhörst, Philipp; Braun, Andreas; Kuijper, Arjan |
Konferenzbeitrag
Conference Paper
|
| 2019 |
Cross-Spectral Periocular Recognition by Cascaded Spectral Image Transformation
Raja, Kiran; Damer, Naser; Ramachandra, Raghavendra; Boutros, Fadi; Busch, Christoph |
Konferenzbeitrag
Conference Paper
|
| 2019 |
D-ID-Net: Two-Stage Domain and Identity Learning for Identity-Preserving Image Generation from Semantic Segmentation
Damer, Naser; Boutros, Fadi; Kirchbuchner, Florian; Kuijper, Arjan |
Konferenzbeitrag
Conference Paper
|
| 2019 |
Realistic Dreams: Cascaded Enhancement of GAN-generated Imageswith an Example in Face Morphing Attacks
Damer, Naser; Boutros, Fadi; Saladie, Alexandra Moseguí; Kirchbuchner, Florian; Kuijper, Arjan |
Konferenzbeitrag
Conference Paper
|
| 2018 |
P-score: Performance aligned normalization and an evaluation in score-level multi-biometric fusion
Damer, Naser; Boutros, Fadi; Terhörst, Philipp; Braun, Andreas; Kuijper, Arjan |
Konferenzbeitrag
Conference Paper
|
Fraunhofer-Institut für Graphische Datenverarbeitung IGD