Jahr Year | Titel/Autor:in Title/Author | Publikationstyp Publication Type |
2023 |
On the Development of Face Recognition using Synthetic Data and Unsupervised Representation Learning
Klemt, Marcel |
Master Thesis
|
2023 |
CR-FIQA: Face Image Quality Assessment by Learning Sample Relative Classifiability
Boutros, Fadi; Fang, Meiling; Klemt, Marcel; Fu, Biying; Damer, Naser |
Paper
|
2023 |
Unsupervised Face Recognition using Unlabeled Synthetic Data
Boutros, Fadi; Klemt, Marcel; Fang, Meiling; Kuijper, Arjan; Damer, Naser |
Konferenzbeitrag Conference Paper
|
2023 |
Identity Synthesis via Latent Diffusion Models for Accurate Face Recognition
Grebe, Jonas Henry |
Master Thesis
|
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 |
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 |
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 |
Synthetic data for face recognition: Current state and future prospects
Boutros, Fadi; Struc, Vitomir; Fierrez, Julian; Damer, Naser |
Zeitschriftenaufsatz Journal Article
|
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 |
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
|
2022 |
Masked Face Recognition: Human versus Machine
Damer, Naser; Boutros, Fadi; Süßmilch, Marius; Fang, Meiling; Kirchbuchner, Florian; Kuijper, Arjan |
Zeitschriftenaufsatz Journal Article
|
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 |
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.; Cardoso, Jaime S.; Bengherabi, Messaoud; Bousnat, Abderaouf; Boucheta, Sana; Hebbadj, Nesrine; Erakin, Mustafa Ekrem; Ugur Demir; Vidal, Pedro Beber De Queiroz; Ekenel, Hazim Kemal; Menotti, David |
Konferenzbeitrag Conference Paper
|
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 |
Low-resolution Iris Recognition via Knowledge Distillation
Kähm, Olga |
Master Thesis
|
2022 |
On the Effect of Synthetic Data Generation on Face Recognition Performance
Rieber, Tim Jannik |
Master Thesis
|
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 |
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 |
Low-resolution Iris Recognition via Knowledge Transfer
Boutros, Fadi; Kähm, Olga; Fang, Meiling; Kirchbuchner, Florian; Damer, Naser; Kuijper, Arjan |
Konferenzbeitrag Conference Paper
|
2022 |
ElasticFace: Elastic Margin Loss for Deep Face Recognition
Boutros, Fadi; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan |
Konferenzbeitrag Conference Paper
|
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 |
Self-restrained Triplet Loss for Accurate Masked Face Recognition
Boutros, Fadi; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan |
Zeitschriftenaufsatz Journal Article
|
2022 |
Lightweight Periocular Recognition through Low-bit Quantization
Kolf, Jan Niklas; Boutros, Fadi; Kirchbuchner, Florian; Damer, Naser |
Konferenzbeitrag Conference Paper
|
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 |
Efficient and High Performing Biometrics: Towards Enabling Recognition in Embedded Domains
Boutros, Fadi |
Dissertation Doctoral Thesis
|
2022 |
QuantFace: Towards Lightweight Face Recognition by Synthetic Data Low-bit Quantization
Boutros, Fadi; Damer, Naser; Kuijper, Arjan |
Konferenzbeitrag Conference Paper
|
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
|
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
|
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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
|
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
|
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 |
Learned Data Augmentation for Model Optimization
Hsu, Wei-Hung |
Master Thesis
|
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 |
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 |
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 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 |
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
|
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 |
Ubiquitous Person Detection and Identification in Smart Living Environments
Kubon, Philipp |
Bachelor Thesis
|
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 |
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 |
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 |
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 |
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
|
2019 |
Investigate the use of ultrasonic sensor for human pose estimation in smart environments
Youssef, Salahedine |
Bachelor Thesis
|
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
|