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Kolf, Jan Niklas ; Damer, Naser ; Boutros, Fadi (2024)
GraFIQs: Face Image Quality Assessment Using Gradient Magnitudes.
2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW 2024). Seattle, USA (16.6.2024 - 22.6.2024)
doi: 10.1109/CVPRW63382.2024.00156
Konferenzveröffentlichung, Bibliographie
Babnik, Žiga ; Boutros, Fadi ; Damer, Naser ; Peer, Peter ; Štruc, Vitomir (2024)
AI-KD: Towards Alignment Invariant Face Image Quality Assessment Using Knowledge Distillation.
12th International Workshop on Biometrics and Forensics. Enschede, The Netherlands (11.04.2024 - 12.04.2024)
doi: 10.1109/IWBF62628.2024.10593907
Konferenzveröffentlichung, Bibliographie
Atzori, Andrea ; Boutros, Fadi ; Damer, Naser ; Fenu, Gianni ; Marras, Mirko (2024)
If It's Not Enough, Make It So: Reducing Authentic Data Demand in Face Recognition through Synthetic Faces.
18th International Conference on Automatic Face and Gesture Recognition (FG 2024). Istanbul, Turkiye (27.05.2024 - 31.05.2024)
doi: 10.1109/FG59268.2024.10581990
Konferenzveröffentlichung, Bibliographie
Melzi, Pietro ; Tolosana, Ruben ; Vera-Rodriguez, Ruben ; Kim, Minchul ; Rathgeb, Christian ; Liu, Xiaoming ; 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 ; 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-Candela, Enrique ; Sánchez-Pérez, Ángela ; Atzori, Andrea ; Boutros, Fadi ; Damer, Naser ; Fenu, Gianni ; Marras, Mirko (2024)
FRCSyn-onGoing: Benchmarking and comprehensive evaluation of real and synthetic data to improve face recognition systems.
In: Information Fusion, 107
doi: 10.1016/j.inffus.2024.102322
Artikel, Bibliographie
Fu, Biying ; Boutros, Fadi ; Lin, Chin-Teng ; Damer, Naser (2024)
A Survey on Drowsiness Detection - Modern Applications and Methods.
In: IEEE Transactions on Intelligent Vehicles, (Early Access)
doi: 10.1109/TIV.2024.3395889
Artikel, Bibliographie
Huber, Marco ; Luu, Anh Thi ; Boutros, Fadi ; Kuijper, Arjan ; Damer, Naser (2024)
Bias and Diversity in Synthetic-based Face Recognition.
Winter Conference on Applications of Computer Vision 2024. Waikoloa, USA (04.01.-08.01.2024)
doi: 10.1109/WACV57701.2024.00610
Konferenzveröffentlichung, Bibliographie
Boutros, Fadi ; Huber, Marco ; Luu, Anh Thi ; Siebke, Patrick ; Damer, Naser (2024)
SFace2: Synthetic-Based Face Recognition with w-Space Identity-Driven Sampling.
In: IEEE Transactions on Biometrics, Behavior, and Identity Science, (Early Access)
doi: 10.1109/TBIOM.2024.3371502
Artikel, Bibliographie
Melzi, Pietro ; Tolosana, Ruben ; Vera-Rodriguez, Ruben ; Kim, Minchul ; Rathgeb, Christian ; Liu, Xiaoming ; 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 ; Shahreza, Hatef 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
Hrsg.: Institute of Electrical and Electronics Engineers (2024)
FRCSyn Challenge at WACV 2024: Face Recognition Challenge in the Era of Synthetic Data.
Winter Conference on Applications of Computer Vision 2024. Waikoloa, Hawaii, USA (01.01. - 06.01.2024)
doi: 10.1109/WACVW60836.2024.00100
Konferenzveröffentlichung, Bibliographie
Kolf, Jan Niklas ; Elliesen, Jurek ; Damer, Naser ; Boutros, Fadi (2024)
MixQuantBio: Towards extreme face and periocular recognition model compression with mixed-precision quantization.
In: Engineering Applications of Artificial Intelligence
doi: 10.1016/j.engappai.2024.109114
Artikel, Bibliographie
Fährmann, Daniel ; Boutros, Fadi ; Kubon, Philipp ; Kirchbuchner, Florian ; Kuijper, Arjan ; Damer, Naser (2023)
Ubiquitous multi-occupant detection in smart environments.
In: Neural Computing and Applications
doi: 10.1007/s00521-023-09162-z
Artikel, Bibliographie
Boutros, Fadi ; Grebe, Jonas Henry ; Kuijper, Arjan ; Damer, Naser (2023)
IDiff-Face: Synthetic-based Face Recognition through Fizzy Identity-Conditioned Diffusion Models.
2023 International Conference on Computer Vision. Paris, France (02.10.-06.10.2023)
doi: 10.1109/ICCV51070.2023.01800
Konferenzveröffentlichung, Bibliographie
Kolf, Jan Niklas ; Boutros, Fadi ; Elliesen, Jurek ; Theuerkauf, Markus ; Damer, Naser ; Alansari, Mohamad ; Hay, Oussama Abdul ; Alansari, Sara ; Javed, Sajid ; Werghi, Naoufel ; Grm, Klemen ; Štruc, Vitomir ; Alonso-Fernandez, Fernando ; Diaz, Kevin Hernandez ; Bigun, Josef ; George, Anjith ; Ecabert, Christophe ; Shahreza, Hatef Otroshi ; Kotwal, Ketan ; Marcel, Sébastien ; Medvedev, Iurii ; Jin, Bo ; Nunes, Diogo ; Hassanpour, Ahmad ; Khatiwada, Pankaj ; Toor, Aafan Ahmad ; Yang, Bian (2023)
EFaR 2023: Efficient Face Recognition Competition.
International Joint Conference on Biometrics 2023. Ljubljana, Slovenia (25.-28.9.2023)
doi: 10.1109/IJCB57857.2023.10448917
Konferenzveröffentlichung, Bibliographie
Boutros, Fadi ; Klemt, Marcel ; Fang, Meiling ; Kuijper, Arjan ; Damer, Naser (2023)
ExFaceGAN: Exploring Identity Directions in GAN’s Learned Latent Space for Synthetic Identity Generation.
International Joint Conference on Biometrics 2023. Ljubljana, Slovenia (25.-28.9.2023)
doi: 10.1109/IJCB57857.2023.10449036
Konferenzveröffentlichung, Bibliographie
Kolf, Jan Niklas ; Elliesen, Jurek ; Boutros, Fadi ; Damer, Naser (2023)
How Colorful Should Faces Be? Harmonizing Color and Model Quantization for Resource-restricted Face Recognition.
International Joint Conference on Biometrics 2023. Ljubljana, Slovenia (25.-28.9.2023)
doi: 10.1109/IJCB57857.2023.10449031
Konferenzveröffentlichung, Bibliographie
Das, Abhijit ; Atreya, Saurabh ; Mukherjee, Aritra ; Vitek, Matej ; Li, Haiqing ; Wang, Caiyong ; Zhao, Guangzhe ; Boutros, Fadi ; Siebke, Patrick ; Kolf, Jan Niklas ; Damer, Naser ; Ye, Sun ; Hexin, Lu ; Aobo, Fan ; Sheng, You ; Nathan, Sabari ; Suganya, R. ; Rampriya, R. S. ; Sharma, Geetanjali ; Priyanka, P ; Nigam, Aditya ; Peer, Peter ; Pal, Umapada ; Štruc, Vitomir (2023)
Sclera Segmentation and Joint Recognition Benchmarking Competition: SSRBC 2023.
International Joint Conference on Biometrics 2023. Ljubljana, Slovenia (25.-28.9.2023)
doi: 10.1109/IJCB57857.2023.10448601
Konferenzveröffentlichung, Bibliographie
Boutros, Fadi ; Fang, Meiling ; Klemt, Marcel ; Fu, Biying ; Damer, Naser (2023)
CR-FIQA: Face Image Quality Assessment by Learning Sample Relative Classifiability.
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2023). Vancouver, Canada (18.06.2023-22.06.2023)
doi: 10.1109/CVPR52729.2023.00565
Konferenzveröffentlichung, Bibliographie
Kolf, Jan Niklas ; Rieber, Tim ; Elliesen, Jurek ; Boutros, Fadi ; Kuijper, Arjan ; Damer, Naser (2023)
Identity-driven Three-Player Generative Adversarial Network for Synthetic-based Face Recognition.
IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW 2023). Vancouver, Canada (18.06.2023-22.06.2023)
doi: 10.1109/CVPRW59228.2023.00088
Konferenzveröffentlichung, Bibliographie
Kolf, Jan Niklas ; Elliesen, Jurek ; Boutros, Fadi ; Proença, Hugo ; Damer, Naser (2023)
SyPer: Synthetic periocular data for quantized light-weight recognition in the NIR and visible domains.
In: Image and Vision Computing, 135
doi: 10.1016/j.imavis.2023.104692
Artikel, Bibliographie
Boutros, Fadi ; Struc, Vitomir ; Fierrez, Julian ; Damer, Naser (2023)
Synthetic data for face recognition: Current state and future prospects.
In: Image and Vision Computing, 135
doi: 10.1016/j.imavis.2023.104688
Artikel, Bibliographie
Damer, Naser ; Fang, Meiling ; Siebke, Patrick ; Kolf, Jan Niklas ; Huber, Marco ; Boutros, Fadi (2023)
MorDIFF: Recognition Vulnerability and Attack Detectability of Face Morphing Attacks Created by Diffusion Autoencoders.
11th International Workshop on Biometrics and Forensics. Barcelona, Spain (19.04.2023-20.04.2023)
doi: 10.1109/IWBF57495.2023.10157869
Konferenzveröffentlichung, Bibliographie
Fu, Biying ; Klemt, Marcel ; Boutros, Fadi ; Damer, Naser (2023)
On the Quality and Diversity of Synthetic Face Data and its Relation to the Generator Training Data.
11th International Workshop on Biometrics and Forensics. Barcelona, Spain (19.04.2023-20.04.2023)
doi: 10.1109/IWBF57495.2023.10157014
Konferenzveröffentlichung, Bibliographie
Boutros, Fadi ; Klemt, Marcel ; Fang, Meiling ; Kuijper, Arjan ; Damer, Naser (2023)
Unsupervised Face Recognition using Unlabeled Synthetic Data.
17th International Conference on Automatic Face and Gesture Recognition. Waikoloa Beach, USA (05.01.2023-08.01.2023)
doi: 10.1109/FG57933.2023.10042627
Konferenzveröffentlichung, Bibliographie
Boutros, Fadi ; Kaehm, Olga ; Fang, Meiling ; Kirchbuchner, Florian ; Damer, Naser ; Kuijper, Arjan (2022)
Low-resolution Iris Recognition via Knowledge Transfer.
21st International Conference of the Biometrics Special Interest Group (BIOSIG). Darmstadt, Germany (14.09.2022-16.09.2022)
doi: 10.1109/BIOSIG55365.2022.9896959
Konferenzveröffentlichung, Bibliographie
Damer, Naser ; López, César Augusto Fontanillo ; Fang, Meiling ; Spiller, Noémie ; Pham, Minh Vu ; Boutros, Fadi (2022)
Privacy-friendly Synthetic Data for the Development of Face Morphing Attack Detectors.
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2022). New Orleans, USA (19.06.2022-24.06.2022)
Konferenzveröffentlichung, Bibliographie
Boutros, Fadi ; Damer, Naser ; Kirchbuchner, Florian ; Kuijper, Arjan (2022)
ElasticFace: Elastic Margin Loss for Deep Face Recognition.
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition. New Orleans, USA (19.06.2022-24.06.2022)
Konferenzveröffentlichung, Bibliographie
Boutros, Fadi ; Siebke, Patrick ; Klemt, Marcel ; Damer, Naser ; Kirchbuchner, Florian ; Kuijper, Arjan (2022)
PocketNet: Extreme Lightweight Face Recognition Network Using Neural Architecture Search and Multistep Knowledge Distillation.
In: IEEE Access, 10
doi: 10.1109/ACCESS.2022.3170561
Artikel, Bibliographie
Boutros, Fadi ; Damer, Naser ; Kirchbuchner, Florian ; Kuijper, Arjan (2022)
Self-restrained triplet loss for accurate masked face recognition.
In: Pattern Recognition, 124
doi: 10.1016/j.patcog.2021.108473
Artikel, Bibliographie
Fang, Meiling ; Damer, Naser ; Boutros, Fadi ; Kirchbuchner, Florian ; Kuijper, Arjan (2022)
The overlapping effect and fusion protocols of data augmentation techniques in iris PAD.
In: Machine Vision and Applications, 33 (1)
doi: 10.1007/s00138-021-01256-9
Artikel, Bibliographie
Neto, Pedro C. ; Pinto, Joao Ribeiro ; Boutros, Fadi ; Damer, Naser ; Sequeira, Ana F. ; Cardoso, Jaime S. (2022)
Beyond Masks: On the Generalization of Masked Face Recognition Models to Occluded Face Recognition.
In: IEEE Access, 10
doi: 10.1109/ACCESS.2022.3199014
Artikel, Bibliographie
Boutros, Fadi (2022)
Efficient and High Performing Biometrics: Towards Enabling Recognition in Embedded Domains.
Technische Universität Darmstadt
doi: 10.26083/tuprints-00021571
Dissertation, Erstveröffentlichung, Verlagsversion
Kolf, Jan Niklas ; Boutros, Fadi ; Kirchbuchner, Florian ; Damer, Naser (2022)
Lightweight Periocular Recognition through Low-bit Quantization.
International Joint Conference on Biometrics (IJCB). Abu Dhabi, UAE (10.10.2022-13.10.2022)
doi: 10.1109/IJCB54206.2022.10007980
Konferenzveröffentlichung, Bibliographie
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 ; Demir, Ugur ; Ekenel, Hazim Kemal ; De Queiroz Vidal, Pedro Beber ; Menotti, David (2022)
OCFR 2022: Competition on Occluded Face Recognition from Synthetically Generated Structure-Aware Occlusions.
International Joint Conference on Biometrics (IJCB). Abu Dhabi, UAE (10.10.2022-13.10.2022)
doi: 10.1109/IJCB54206.2022.10007963
Konferenzveröffentlichung, Bibliographie
Boutros, Fadi ; Damer, Naser ; Kuijper, Arjan (2022)
QuantFace: Towards Lightweight Face Recognition by Synthetic Data Low-bit Quantization.
26th International Conference on Pattern Recognition. Montreal, Canada (21.08.2022-25.08.2022)
doi: 10.1109/ICPR56361.2022.9955645
Konferenzveröffentlichung, Bibliographie
Boutros, Fadi ; Huber, Marco ; Siebke, Patrick ; Rieber, Tim ; Damer, Naser (2022)
SFace: Privacy-friendly and Accurate Face Recognition using Synthetic Data.
International Joint Conference on Biometrics (IJCB). Abu Dhabi, UAE (10.10.2022-13.10.2022)
doi: 10.1109/IJCB54206.2022.10007961
Konferenzveröffentlichung, Bibliographie
Huber, Marco ; Boutros, Fadi ; Luu, Anh Thi ; Raja, Kiran ; Ramachandra, Raghavendra ; Damer, Naser ; Neto, Pedro C. ; Goncalves, Tiago ; Sequeira, Ana F. ; Cardoso, Jaime S. ; Tremoco, Joao ; Lourenco, Miguel ; Serra, Sergio ; Cermeno, Eduardo ; Ivanovska, Marija ; Batagelj, Borut ; Kronovsek, Andrej ; Peer, Peter ; Struc, Vitomir (2022)
SYN-MAD 2022: Competition on Face Morphing Attack Detection Based on Privacy-aware Synthetic Training Data.
International Joint Conference on Biometrics (IJCB). Abu Dhabi, UAE (10.10.2022-13.10.2022)
doi: 10.1109/IJCB54206.2022.10007950
Konferenzveröffentlichung, Bibliographie
Boutros, Fadi ; Damer, Naser ; Raja, Kiran ; Kirchbuchner, Florian ; Kuijper, Arjan (2022)
Template-Driven Knowledge Distillation for Compact and Accurate Periocular Biometrics Deep-Learning Models.
In: Sensors, 22 (5)
doi: 10.3390/s22051921
Artikel, Bibliographie
Fang, Meiling ; Boutros, Fadi ; Damer, Naser (2022)
Unsupervised Face Morphing Attack Detection via Self-paced Anomaly Detection.
International Joint Conference on Biometrics (IJCB). Abu Dhabi, UAE (10.10.2022-13.10.2022)
doi: 10.1109/IJCB54206.2022.10008003
Konferenzveröffentlichung, Bibliographie
Neto, Pedro C. ; Boutros, Fadi ; Pinto, Joao Ribeiro ; Saffari, Mohsen ; Damer, Naser ; Sequeira, Ana F. ; Cardoso, Jaime S. (2021)
My Eyes Are Up Here: Promoting Focus on Uncovered Regions in Masked Face Recognition.
20th International Conference of the Biometrics Special Interest Group. virtual Conference (15.09.2021-17.09.2021)
doi: 10.1109/BIOSIG52210.2021.9548320
Konferenzveröffentlichung, Bibliographie
Purnapatra, Sandip ; Smalt, Nic ; Bahmani, Keivan ; Das, Priyanka ; Yambay, David ; Mohammadi, Amir ; George, Anjith ; Bourlai, Thirimachos ; Marcel, Sebastien ; 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 (2021)
Face Liveness Detection Competition (LivDet-Face) - 2021.
2021 IEEE International Joint Conference on Biometrics (IJCB). virtual Conference (04.08.2021-07.08.2021)
doi: 10.1109/IJCB52358.2021.9484359
Konferenzveröffentlichung, Bibliographie
Fang, Meiling ; Damer, Naser ; Boutros, Fadi ; Kirchbuchner, Florian ; Kuijper, Arjan (2021)
Iris Presentation Attack Detection by Attention-based and Deep Pixel-wise Binary Supervision Network.
2021 IEEE International Joint Conference on Biometrics (IJCB). virtual Conference (04.08.2021-07.08.2021)
doi: 10.1109/IJCB52358.2021.9484343
Konferenzveröffentlichung, Bibliographie
Boutros, Fadi ; Damer, Naser ; Fang, Meiling ; Kirchbuchner, Florian ; Kuijper, Arjan (2021)
MixFaceNets: Extremely Efficient Face Recognition Networks.
2021 IEEE International Joint Conference on Biometrics (IJCB). virtual Conference (04.08.2021-07.08.2021)
doi: 10.1109/IJCB52358.2021.9484374
Konferenzveröffentlichung, Bibliographie
Damer, Naser ; Boutros, Fadi ; Süßmilch, Marius ; Kirchbuchner, Florian ; Kuijper, Arjan (2021)
Extended evaluation of the effect of real and simulated masks on face recognition performance.
In: IET Biometrics, (Early View)
doi: 10.1049/bme2.12044
Artikel, Bibliographie
Fang, Meiling ; Damer, Naser ; Boutros, Fadi ; Kirchbuchner, Florian ; Kuijper, Arjan (2021)
Cross-database and cross-attack Iris presentation attack detection using micro stripes analyses.
In: Image and Vision Computing, 105
doi: 10.1016/j.imavis.2020.104057
Artikel, Bibliographie
Neto, Pedro C. ; Boutros, Fadi ; Pinto, Joao Ribeiro ; Damer, Naser ; Sequeira, Ana F. ; Cardoso, Jaime S. (2021)
FocusFace: Multi-task Contrastive Learning for Masked Face Recognition.
16th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2021). virtual Conference (15.12.2021-18.12.2021)
doi: 10.1109/FG52635.2021.9666792
Konferenzveröffentlichung, Bibliographie
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. (2021)
MFR 2021: Masked Face Recognition Competition.
2021 IEEE International Joint Conference on Biometrics (IJCB). virtual Conference (04.08.2021-07.08.2021)
doi: 10.1109/IJCB52358.2021.9484337
Konferenzveröffentlichung, Bibliographie
Huber, Marco ; Boutros, Fadi ; Kirchbuchner, Florian ; Damer, Naser (2021)
Mask-invariant Face Recognition through Template-level Knowledge Distillation.
16th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2021). virtual Conference (15.12.2021-18.12.2021)
doi: 10.1109/FG52635.2021.9667081
Konferenzveröffentlichung, Bibliographie
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, Andres ; 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 (2021)
NIR Iris Challenge Evaluation in Non-cooperative Environments: Segmentation and Localization.
2021 IEEE International Joint Conference on Biometrics (IJCB). virtual Conference (04.08.2021-07.08.2021)
doi: 10.1109/IJCB52358.2021.9484336
Konferenzveröffentlichung, Bibliographie
Damer, Naser ; Spiller, Noémie ; Fang, Meiling ; Boutros, Fadi ; Kirchbuchner, Florian ; Kuijper, Arjan (2021)
PW-MAD: Pixel-Wise Supervision for Generalized Face Morphing Attack Detection.
16th International Symposium on Visual Computing. virtual Conference (04.10.2021-06.10.2021)
doi: 10.1007/978-3-030-90439-5_23
Konferenzveröffentlichung, Bibliographie
Fang, Meiling ; Boutros, Fadi ; Kuijper, Arjan ; Damer, Naser (2021)
Partial Attack Supervision and Regional Weighted Inference for Masked Face Presentation Attack Detection.
16th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2021). virtual Conference (15.12.2021-18.12.2021)
doi: 10.1109/FG52635.2021.9667051
Konferenzveröffentlichung, Bibliographie
Damer, Naser ; Raja, Kiran ; Süßmilch, Marius ; Venkatesh, Sushma ; Boutros, Fadi ; Fang, Meiling ; Kirchbuchner, Florian ; Ramachandra, Raghavendra ; Kuijper, Arjan (2021)
ReGenMorph: Visibly Realistic GAN Generated Face Morphing Attacks by Attack Re-generation.
16th International Symposium on Visual Computing. virtual Conference (04.10.2021-06.10.2021)
doi: 10.1007/978-3-030-90439-5_20
Konferenzveröffentlichung, Bibliographie
Boutros, Fadi ; Damer, Naser ; Raja, Kiran ; Ramachandra, Raghavendra ; Kirchbuchner, Florian ; Kuijper, Arjan (2020)
Iris and periocular biometrics for head mounted displays: Segmentation, recognition, and synthetic data generation.
In: Image and Vision Computing, 104
doi: 10.1016/j.imavis.2020.104007
Artikel, Bibliographie
Fang, Meiling ; Damer, Naser ; Boutros, Fadi ; Kirchbuchner, Florian ; Kuijper, Arjan (2020)
Deep Learning Multi-layer Fusion for an Accurate Iris Presentation Attack Detection.
23rd International Conference on Information Fusion (FUSION 2020). virtual Conference (06.07.2020-09.07.2020)
doi: 10.23919/FUSION45008.2020.9190424
Konferenzveröffentlichung, Bibliographie
Boutros, Fadi ; Damer, Naser ; Raja, Kiran ; Ramachandra, Raghavendra ; Kirchbuchner, Florian ; Kuijper, Arjan (2020)
Fusing Iris and Periocular Region for User Verification in Head Mounted Displays.
23rd International Conference on Information Fusion (FUSION 2020). virtual Conference (06.07.2020-09.07.2020)
doi: 10.23919/FUSION45008.2020.9190282
Konferenzveröffentlichung, Bibliographie
Boutros, Fadi ; Damer, Naser ; Fang, Meiling ; Raja, Kiran ; Kirchbuchner, Florian ; Kuijper, Arjan (2020)
Compact Models for Periocular Verification Through
Knowledge Distillation.
19th International Conference of the Biometrics Special Interest Group (BIOSIG 2020). virtual Conference (16.09.2020-18.09.2020)
Konferenzveröffentlichung, Bibliographie
Damer, Naser ; Grebe, Jonas Henry ; Chen, Cong ; Boutros, Fadi ; Kirchbuchner, Florian ; Kuijper, Arjan (2020)
The Effect of Wearing a Mask on Face Recognition
Performance:
an Exploratory Study.
19th International Conference of the Biometrics Special Interest Group (BIOSIG 2020). virtual Conference (16.09.2020-18.09.2020)
Konferenzveröffentlichung, Bibliographie
Das, Priyanka ; Mcfiratht, Joseph ; Fang, Zhaoyuan ; Boyd, Aidan ; Jang, Ganghee ; Mohammadi, Amir ; Purnapatra, Sandip ; Yambay, David ; Marcel, Sebastien ; Trokielewicz, Mateusz ; Maciejewicz, Piotr ; Bowyer, Kevin ; Czajka, Adam ; Schuckers, Stephanie ; Tapia, Juan ; Gonzalez, Sebastian ; Fang, Meiling ; Damer, Naser ; Boutros, Fadi ; Kuijper, Arian ; Sharma, Renu ; Chen, Cunjian ; Ross, Arun (2020)
Iris Liveness Detection Competition (LivDet-Iris) - The 2020 Edition.
2020 IEEE International Joint Conference on Biometrics (IJCB). virtual Conference (28.09.2020-01.10.2020)
doi: 10.1109/IJCB48548.2020.9304941
Konferenzveröffentlichung, Bibliographie
Boutros, Fadi ; Damer, Naser ; Raja, Kiran ; Ramachandra, Raghavendra ; Kirchbuchner, Florian ; Kuijper, Arjan (2020)
On Benchmarking Iris Recognition within a Head-mounted Display for AR/VR Applications.
2020 IEEE International Joint Conference on Biometrics (IJCB). virtual Conference (28.09.2020-01.10.2020)
doi: 10.1109/IJCB48548.2020.9304919
Konferenzveröffentlichung, Bibliographie
Boutros, Fadi ; Damer, Naser ; Raja, Kiran ; Ramachandra, Raghavendra ; Kirchbuchner, Florian ; Kuijper, Arjan (2020)
Periocular Biometrics in Head-Mounted Displays: A Sample Selection Approach for Better Recognition.
Porto, Portugal (29.04.2020-30.04.2020)
doi: 10.1109/IWBF49977.2020.9107939
Konferenzveröffentlichung, Bibliographie
Damer, Naser ; Boutros, Fadi ; Saladie, Alexandra Mosegui ; Kirchbuchner, Florian ; Kuijper, Arjan (2019)
Realistic Dreams: Cascaded Enhancement of GAN-generated Images with an Example in Face Morphing Attacks.
10th International Conference on Biometrics Theory, Applications and Systems (BTAS 2019). Tampa, USA (23.09.2019-26.09.2019)
doi: 10.1109/BTAS46853.2019.9185994
Konferenzveröffentlichung, Bibliographie
Raja, Kiran ; Damer, Naser ; Ramachandra, Raghavendra ; Boutros, Fadi ; Busch, Christoph (2019)
Cross-Spectral Periocular Recognition by Cascaded Spectral Image Transformation.
2019 IEEE International Conference on Imaging Systems and Techniques (IST). Abu Dhabi, United Arab Emirates (09.12.2019-10.12.2019)
doi: 10.1109/IST48021.2019.9010520
Konferenzveröffentlichung, Bibliographie
Mallat, Khawla ; Damer, Naser ; Boutros, Fadi ; Kuijper, Arjan ; Dugelay, Jean-Luc (2019)
Cross-spectrum thermal to visible face recognition based on cascaded image synthesis.
2019 International Conference on Biometrics (ICB). Crete, Greece (04.06.2019-07.06.2019)
doi: 10.1109/ICB45273.2019.8987347
Konferenzveröffentlichung, Bibliographie
Damer, Naser ; Boutros, Fadi ; Kirchbuchner, Florian ; Kuijper, Arjan (2019)
D-ID-Net: Two-Stage Domain and Identity Learning for Identity-Preserving Image Generation From Semantic Segmentation.
2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW). Seoul, Korea (South) (27.10.2019-28.10.2019)
doi: 10.1109/ICCVW.2019.00454
Konferenzveröffentlichung, Bibliographie
Damer, Naser ; Boller, Viola ; Wainakh, Yaza ; Boutros, Fadi ; Terhörst, Philipp ; Braun, Andreas ; Kuijper, Arjan (2019)
Detecting Face Morphing Attacks by Analyzing the Directed Distances of Facial Landmarks Shifts.
40th German Conference, GCPR. Stuttgart, Germany (09.10.2018-12.10.2018)
doi: 10.1007/978-3-030-12939-2_36
Konferenzveröffentlichung, Bibliographie
Boutros, Fadi ; Damer, Naser ; Terhörst, Philipp ; Kirchbuchner, Florian ; Kuijper, Arjan (2019)
Exploring the Channels of Multiple Color Spaces for Age and Gender Estimation from Face Images.
22nd International Conference on Information Fusion (FUSION). Ottawa, Canada (02.07.2019-05.07.2019)
Konferenzveröffentlichung, Bibliographie
Boutros, Fadi ; Damer, Naser ; Kirchbuchner, Florian ; Kuijper, Arjan (2019)
Eye-MMS: Miniature Multi-Scale Segmentation Network of Key Eye-Regions in Embedded Applications.
2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW). Seoul, Korea (South) (27.10.2019-28.10.2019)
doi: 10.1109/ICCVW.2019.00452
Konferenzveröffentlichung, Bibliographie
Mallat, Khawla ; Damer, Naser ; Boutros, Fadi ; Dugelay, Jean-Luc (2019)
Robust Face Authentication Based on Dynamic Quality-weighted Comparison of Visible and Thermal-to-visible images to Visible Enrollments.
22nd International Conference on Information Fusion (FUSION'19). Ottawa, Canada (02.07.2019-05.07.2019)
Konferenzveröffentlichung, Bibliographie
Damer, Naser ; Boutros, Fadi ; Terhörst, Philipp ; Braun, Andreas ; Kuijper, Arjan (2018)
P-Score: Performance Aligned Normalization and an Evaluation in Score-Level Multi-Biometric Fusion.
European Signal Processing Conference (EUSIPCO). Rome, Italy
doi: 10.23919/EUSIPCO.2018.8553553
Konferenzveröffentlichung, Bibliographie