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2020 – today
- 2024
[j17]Darian Tomasevic
, Fadi Boutros, Naser Damer, Peter Peer, Vitomir Struc:
Generating bimodal privacy-preserving data for face recognition. Eng. Appl. Artif. Intell. 133: 108495 (2024)- [j16]Jan Niklas Kolf, Jurek Elliesen, Naser Damer, Fadi Boutros:
MixQuantBio: Towards extreme face and periocular recognition model compression with mixed-precision quantization. Eng. Appl. Artif. Intell. 137: 109114 (2024) - [j15]Pietro Melzi, Ruben Tolosana, Rubén Vera-Rodríguez, Minchul Kim, Christian Rathgeb, Xiaoming Liu, Ivan DeAndres-Tame, Aythami Morales, Julian Fiérrez, Javier Ortega-Garcia, Weisong Zhao, Xiangyu Zhu, Zheyu Yan, Xiaoyu Zhang, Jinlin Wu, Zhen Lei, Suvidha Tripathi, Mahak Kothari, Md Haider Zama, Debayan Deb, Bernardo Biesseck, Pedro Vidal, Roger Granada, Guilherme P. Fickel, Gustavo Führ, David Menotti, Alexander Unnervik, Anjith George, Christophe Ecabert, Hatef Otroshi-Shahreza, Parsa Rahimi, Sébastien Marcel, Ioannis Sarridis, Christos Koutlis, Georgia Baltsou, Symeon Papadopoulos, Christos Diou, Nicolò Di Domenico, Guido Borghi, Lorenzo Pellegrini, Enrique Mas-Candela, Ángela Sánchez-Pérez, Andrea Atzori, Fadi Boutros, Naser Damer, Gianni Fenu, Mirko Marras:
FRCSyn-onGoing: Benchmarking and comprehensive evaluation of real and synthetic data to improve face recognition systems. Inf. Fusion 107: 102322 (2024) - [j14]Daniel Fährmann, Fadi Boutros, Philipp Kubon, Florian Kirchbuchner, Arjan Kuijper, Naser Damer:
Ubiquitous multi-occupant detection in smart environments. Neural Comput. Appl. 36(6): 2941-2960 (2024) - [j13]Fadi Boutros, Marco Huber, Anh Thi Luu, Patrick Siebke, Naser Damer:
SFace2: Synthetic-Based Face Recognition With w-Space Identity-Driven Sampling. IEEE Trans. Biom. Behav. Identity Sci. 6(3): 290-303 (2024) - [c57]Jan Niklas Kolf, Naser Damer, Fadi Boutros:
GraFIQs: Face Image Quality Assessment Using Gradient Magnitudes. CVPR Workshops 2024: 1490-1499 - [c56]Ivan DeAndres-Tame, Ruben Tolosana, Pietro Melzi, Rubén Vera-Rodríguez, Minchul Kim, Christian Rathgeb, Xiaoming Liu, Aythami Morales, Julian Fiérrez, Javier Ortega-Garcia, Zhizhou Zhong, Yuge Huang, Yuxi Mi, Shouhong Ding, Shuigeng Zhou, Shuai He, Lingzhi Fu, Heng Cong, Rongyu Zhang, Zhihong Xiao, Evgeny Smirnov, Anton Pimenov, Aleksei Grigorev, Denis Timoshenko, Kaleb Mesfin Asfaw, Cheng-Yaw Low, Hao Liu, Chuyi Wang, Qing Zuo, Zhixiang He, Hatef Otroshi-Shahreza, Anjith George, Alexander Unnervik, Parsa Rahimi, Sébastien Marcel, Pedro C. Neto, Marco Huber, Jan Niklas Kolf, Naser Damer, Fadi Boutros, Jaime S. Cardoso, Ana Filipa Sequeira, Andrea Atzori, Gianni Fenu, Mirko Marras, Vitomir Struc, Jiang Yu, Zhangjie Li, Jichun Li, Weisong Zhao, Zhen Lei, Xiangyu Zhu, Xiaoyu Zhang, Bernardo Biesseck, Pedro Vidal, Luiz Coelho, Roger Granada, David Menotti:
Second Edition FRCSyn Challenge at CVPR 2024: Face Recognition Challenge in the Era of Synthetic Data. CVPR Workshops 2024: 3173-3183 - [c55]Fadi Boutros, Vitomir Struc, Naser Damer:
AdaDistill: Adaptive Knowledge Distillation for Deep Face Recognition. ECCV (55) 2024: 163-182 - [c54]Andrea Atzori, Fadi Boutros, Naser Damer, Gianni Fenu, Mirko Marras:
If It's Not Enough, Make It So: Reducing Authentic Data Demand in Face Recognition through Synthetic Faces. FG 2024: 1-10 - [c53]Hatef Otroshi-Shahreza, Christophe Ecabert, Anjith George, Alexander Unnervik, Sébastien Marcel, Nicolò Di Domenico, Guido Borghi, Davide Maltoni, Fadi Boutros, Julia Vogel, Naser Damer, Ángela Sánchez-Pérez, Enrique Mas-Candela, Jorge Calvo-Zaragoza, Bernardo Biesseck, Pedro Vidal, Roger Granada, David Menotti, Ivan DeAndres-Tame, Simone Maurizio La Cava, Sara Concas, Pietro Melzi, Ruben Tolosana, Rubén Vera-Rodríguez, Gianpaolo Perelli, Giulia Orrù, Gian Luca Marcialis, Julian Fiérrez:
SDFR: Synthetic Data for Face Recognition Competition. FG 2024: 1-9 - [c52]Ziga Babnik, Fadi Boutros, Naser Damer, Peter Peer, Vitomir Struc:
AI-KD: Towards Alignment Invariant Face Image Quality Assessment Using Knowledge Distillation. IWBF 2024: 1-6 - [c51]Pietro Melzi, Ruben Tolosana, Rubén Vera-Rodríguez, Minchul Kim, Christian Rathgeb, Xiaoming Liu, Ivan DeAndres-Tame, Aythami Morales, Julian Fiérrez, Javier Ortega-Garcia, Weisong Zhao, Xiangyu Zhu, Zheyu Yan, Xiaoyu Zhang, Jinlin Wu, Zhen Lei, Suvidha Tripathi, Mahak Kothari, Md Haider Zama, Debayan Deb, Bernardo Biesseck, Pedro Vidal, Roger Granada, Guilherme P. Fickel, Gustavo Führ, David Menotti, Alexander Unnervik, Anjith George, Christophe Ecabert, Hatef Otroshi-Shahreza, Parsa Rahimi, Sébastien Marcel, Ioannis Sarridis, Christos Koutlis, Georgia Baltsou, Symeon Papadopoulos, Christos Diou, Nicolò Di Domenico, Guido Borghi, Lorenzo Pellegrini, Enrique Mas-Candela, Ángela Sánchez-Pérez, Andrea Atzori, Gianni Fenu, Fadi Boutros, Mirko Marras, Naser Damer:
FRCSyn Challenge at WACV 2024: Face Recognition Challenge in the Era of Synthetic Data. WACV (Workshops) 2024: 892-901 - [c50]Marco Huber, Anh Thi Luu, Fadi Boutros, Arjan Kuijper, Naser Damer:
Bias and Diversity in Synthetic-based Face Recognition. WACV 2024: 6203-6214 - [i43]Andrea Atzori, Fadi Boutros, Naser Damer, Gianni Fenu, Mirko Marras:
If It's Not Enough, Make It So: Reducing Authentic Data Demand in Face Recognition through Synthetic Faces. CoRR abs/2404.03537 (2024) - [i42]Hatef Otroshi-Shahreza, Christophe Ecabert, Anjith George, Alexander Unnervik, Sébastien Marcel, Nicolò Di Domenico, Guido Borghi, Davide Maltoni, Fadi Boutros, Julia Vogel, Naser Damer, Ángela Sánchez-Pérez, Enrique Mas-Candela, Jorge Calvo-Zaragoza, Bernardo Biesseck, Pedro Vidal, Roger Granada, David Menotti, Ivan DeAndres-Tame, Simone Maurizio La Cava, Sara Concas, Pietro Melzi, Ruben Tolosana, Rubén Vera-Rodríguez, Gianpaolo Perelli, Giulia Orrù, Gian Luca Marcialis, Julian Fiérrez:
SDFR: Synthetic Data for Face Recognition Competition. CoRR abs/2404.04580 (2024) - [i41]Ziga Babnik, Fadi Boutros, Naser Damer, Peter Peer, Vitomir Struc:
AI-KD: Towards Alignment Invariant Face Image Quality Assessment Using Knowledge Distillation. CoRR abs/2404.09555 (2024) - [i40]Ivan DeAndres-Tame, Ruben Tolosana, Pietro Melzi, Rubén Vera-Rodríguez, Minchul Kim, Christian Rathgeb, Xiaoming Liu, Aythami Morales, Julian Fiérrez, Javier Ortega-Garcia, Zhizhou Zhong, Yuge Huang, Yuxi Mi, Shouhong Ding, Shuigeng Zhou, Shuai He, Lingzhi Fu, Heng Cong, Rongyu Zhang, Zhihong Xiao, Evgeny Smirnov, Anton Pimenov, Aleksei Grigorev, Denis Timoshenko, Kaleb Mesfin Asfaw, Cheng-Yaw Low, Hao Liu, Chuyi Wang, Qing Zuo, Zhixiang He, Hatef Otroshi-Shahreza, Anjith George, Alexander Unnervik, Parsa Rahimi, Sébastien Marcel, Pedro C. Neto, Marco Huber, Jan Niklas Kolf, Naser Damer, Fadi Boutros, Jaime S. Cardoso, Ana Filipa Sequeira, Andrea Atzori, Gianni Fenu, Mirko Marras, Vitomir Struc, Jiang Yu, Zhangjie Li, Jichun Li, Weisong Zhao, Zhen Lei, Xiangyu Zhu, Xiaoyu Zhang, Bernardo Biesseck, Pedro Vidal, Luiz Coelho, Roger Granada, David Menotti:
Second Edition FRCSyn Challenge at CVPR 2024: Face Recognition Challenge in the Era of Synthetic Data. CoRR abs/2404.10378 (2024) - [i39]Jan Niklas Kolf, Naser Damer, Fadi Boutros:
GraFIQs: Face Image Quality Assessment Using Gradient Magnitudes. CoRR abs/2404.12203 (2024) - [i38]Fadi Boutros, Vitomir Struc, Naser Damer:
AdaDistill: Adaptive Knowledge Distillation for Deep Face Recognition. CoRR abs/2407.01332 (2024) - [i37]Biying Fu, Fadi Boutros, Chin-Teng Lin, Naser Damer:
A Survey on Drowsiness Detection - Modern Applications and Methods. CoRR abs/2408.12990 (2024) - [i36]Tahar Chettaoui, Naser Damer, Fadi Boutros:
FRoundation: Are Foundation Models Ready for Face Recognition? CoRR abs/2410.23831 (2024) - 2023
- [j12]Fadi Boutros, Vitomir Struc, Julian Fiérrez, Naser Damer:
Synthetic data for face recognition: Current state and future prospects. Image Vis. Comput. 135: 104688 (2023) - [j11]Jan Niklas Kolf, Jurek Elliesen, Fadi Boutros, Hugo Proença, Naser Damer:
SyPer: Synthetic periocular data for quantized light-weight recognition in the NIR and visible domains. Image Vis. Comput. 135: 104692 (2023) - [j10]Matej Vitek, Abhijit Das, Diego Rafael Lucio, Luiz A. Zanlorensi, David Menotti, Jalil Nourmohammadi-Khiarak, Mohsen Akbari Shahpar, Meysam Asgari-Chenaghlu, Farhang Jaryani, Juan E. Tapia, Andres Valenzuela, Caiyong Wang, Yunlong Wang, Zhaofeng He, Zhenan Sun, Fadi Boutros, Naser Damer, Jonas Henry Grebe, Arjan Kuijper, Kiran B. Raja, Gourav Gupta, Georgios Zampoukis, Lazaros T. Tsochatzidis, Ioannis Pratikakis, S. V. Aruna Kumar, B. S. Harish, Umapada Pal, Peter Peer, Vitomir Struc:
Exploring Bias in Sclera Segmentation Models: A Group Evaluation Approach. IEEE Trans. Inf. Forensics Secur. 18: 190-205 (2023) - [c49]Jan Niklas Kolf, Tim Rieber, Jurek Elliesen, Fadi Boutros, Arjan Kuijper, Naser Damer:
Identity-driven Three-Player Generative Adversarial Network for Synthetic-based Face Recognition. CVPR Workshops 2023: 806-816 - [c48]Fadi Boutros, Meiling Fang, Marcel Klemt, Biying Fu, Naser Damer:
CR-FIQA: Face Image Quality Assessment by Learning Sample Relative Classifiability. CVPR 2023: 5836-5845 - [c47]Marco Huber, Meiling Fang, Fadi Boutros, Naser Damer:
Are Explainability Tools Gender Biased? A Case Study on Face Presentation Attack Detection. EUSIPCO 2023: 945-949 - [c46]Fadi Boutros, Marcel Klemt, Meiling Fang, Arjan Kuijper, Naser Damer:
Unsupervised Face Recognition using Unlabeled Synthetic Data. FG 2023: 1-8 - [c45]Fadi Boutros, Marcel Klemt, Meiling Fang, Arjan Kuijper, Naser Damer:
ExFaceGAN: Exploring Identity Directions in GAN's Learned Latent Space for Synthetic Identity Generation. IJCB 2023: 1-10 - [c44]Abhijit Das, Saurabh Atreya, Aritra Mukherjee, Matej Vitek, Haiqing Li, Caiyong Wang, Guangzhe Zhao, Fadi Boutros, Patrick Siebke, Jan Niklas Kolf, Naser Damer, Sun Ye, Lu Hexin, Fan Aobo, You Sheng, Sabari Nathan, R. Suganya, R. S. Rampriya, Geetanjali Sharma, P. Priyanka, Aditya Nigam, Peter Peer, Umapada Pal, Vitomir Struc:
Sclera Segmentation and Joint Recognition Benchmarking Competition: SSRBC 2023. IJCB 2023: 1-10 - [c43]Ziga Emersic, Tetsushi Ohki, Muku Akasaka, Takahiko Arakawa, Soshi Maeda, Masora Okano, Yuya Sato, Anjith George, Sébastien Marcel, Iyyakutti Iyappan Ganapathi, Syed Sadaf Ali, Sajid Javed, Naoufel Werghi, S. G. Isik, Erdi Saritas, Hazim Kemal Ekenel, V. Hudovernik, Jan Niklas Kolf, Fadi Boutros, Naser Damer, G. Sharma, Aman Kamboj, Aditya Nigam, Deepak Kumar Jain, G. Cámara-Chávez, Peter Peer, Vitomir Struc:
The Unconstrained Ear Recognition Challenge 2023: Maximizing Performance and Minimizing Bias. IJCB 2023: 1-10 - [c42]Jan Niklas Kolf, Fadi Boutros, Jurek Elliesen, Markus Theuerkauf, Naser Damer, Mohamad Alansari, Oussama Abdul Hay, Sara Alansari, Sajid Javed, Naoufel Werghi, Klemen Grm, Vitomir Struc, Fernando Alonso-Fernandez, Kevin Hernandez-Diaz, Josef Bigün, Anjith George, Christophe Ecabert, Hatef Otroshi-Shahreza, Ketan Kotwal, Sébastien Marcel, Iurii Medvedev, Bo Jin, Diogo Nunes, Ahmad Hassanpour, Pankaj Khatiwada, Aafan Ahmad Toor, Bian Yang:
EFaR 2023: Efficient Face Recognition Competition. IJCB 2023: 1-12 - [c41]Jan Niklas Kolf, Jurek Elliesen, Fadi Boutros, Naser Damer:
How Colorful Should Faces Be? Harmonizing Color and Model Quantization for Resource-restricted Face Recognition. IJCB 2023: 1-10 - [c40]Fadi Boutros, Jonas Henry Grebe, Arjan Kuijper, Naser Damer:
IDiff-Face: Synthetic-based Face Recognition through Fizzy Identity-Conditioned Diffusion Models. ICCV 2023: 19593-19604 - [c39]Naser Damer, Meiling Fang, Patrick Siebke, Jan Niklas Kolf, Marco Huber, Fadi Boutros:
MorDIFF: Recognition Vulnerability and Attack Detectability of Face Morphing Attacks Created by Diffusion Autoencoders. IWBF 2023: 1-6 - [c38]Biying Fu, Marcel Klemt, Fadi Boutros, Naser Damer:
On the Quality and Diversity of Synthetic Face Data and its Relation to the Generator Training Data. IWBF 2023: 1-6 - [i35]Naser Damer, Meiling Fang, Patrick Siebke, Jan Niklas Kolf, Marco Huber, Fadi Boutros:
MorDIFF: Recognition Vulnerability and Attack Detectability of Face Morphing Attacks Created by Diffusion Autoencoders. CoRR abs/2302.01843 (2023) - [i34]Marco Huber, Meiling Fang, Fadi Boutros, Naser Damer:
Are Explainability Tools Gender Biased? A Case Study on Face Presentation Attack Detection. CoRR abs/2304.13419 (2023) - [i33]Jan Niklas Kolf, Tim Rieber, Jurek Elliesen, Fadi Boutros, Arjan Kuijper, Naser Damer:
Identity-driven Three-Player Generative Adversarial Network for Synthetic-based Face Recognition. CoRR abs/2305.00358 (2023) - [i32]Fadi Boutros, Vitomir Struc, Julian Fiérrez, Naser Damer:
Synthetic Data for Face Recognition: Current State and Future Prospects. CoRR abs/2305.01021 (2023) - [i31]Fadi Boutros, Marcel Klemt, Meiling Fang, Arjan Kuijper, Naser Damer:
ExFaceGAN: Exploring Identity Directions in GAN's Learned Latent Space for Synthetic Identity Generation. CoRR abs/2307.05151 (2023) - [i30]Jan Niklas Kolf, Fadi Boutros, Jurek Elliesen, Markus Theuerkauf, Naser Damer, Mohamad Alansari, Oussama Abdul Hay, Sara Alansari, Sajid Javed, Naoufel Werghi, Klemen Grm, Vitomir Struc, Fernando Alonso-Fernandez, Kevin Hernandez-Diaz, Josef Bigün, Anjith George, Christophe Ecabert, Hatef Otroshi-Shahreza, Ketan Kotwal, Sébastien Marcel, Iurii Medvedev, Bo Jin, Diogo Nunes, Ahmad Hassanpour, Pankaj Khatiwada, Aafan Ahmad Toor, Bian Yang:
EFaR 2023: Efficient Face Recognition Competition. CoRR abs/2308.04168 (2023) - [i29]Fadi Boutros, Jonas Henry Grebe, Arjan Kuijper, Naser Damer:
IDiff-Face: Synthetic-based Face Recognition through Fizzy Identity-Conditioned Diffusion Models. CoRR abs/2308.04995 (2023) - [i28]Marco Huber, Anh Thi Luu, Fadi Boutros, Arjan Kuijper, Naser Damer:
Bias and Diversity in Synthetic-based Face Recognition. CoRR abs/2311.03970 (2023) - [i27]Pietro Melzi, Ruben Tolosana, Rubén Vera-Rodríguez, Minchul Kim, Christian Rathgeb, Xiaoming Liu, Ivan DeAndres-Tame, Aythami Morales, Julian Fiérrez, Javier Ortega-Garcia, Weisong Zhao, Xiangyu Zhu, Zheyu Yan, Xiaoyu Zhang, Jinlin Wu, Zhen Lei, Suvidha Tripathi, Mahak Kothari, Md Haider Zama, Debayan Deb, Bernardo Biesseck, Pedro Vidal, Roger Granada, Guilherme P. Fickel, Gustavo Führ, David Menotti, Alexander Unnervik, Anjith George, Christophe Ecabert, Hatef Otroshi-Shahreza, Parsa Rahimi, Sébastien Marcel, Ioannis Sarridis, Christos Koutlis, Georgia Baltsou, Symeon Papadopoulos, Christos Diou, Nicolò Di Domenico, Guido Borghi, Lorenzo Pellegrini, Enrique Mas-Candela, Ángela Sánchez-Pérez, Andrea Atzori, Fadi Boutros, Naser Damer, Gianni Fenu, Mirko Marras:
FRCSyn Challenge at WACV 2024: Face Recognition Challenge in the Era of Synthetic Data. CoRR abs/2311.10476 (2023) - 2022
- [b1]Fadi Boutros:
Efficient and High Performing Biometrics: Towards Enabling Recognition in Embedded Domains. TU Darmstadt, Germany, 2022 - [j9]Fadi Boutros, Patrick Siebke, Marcel Klemt, Naser Damer, Florian Kirchbuchner, Arjan Kuijper:
PocketNet: Extreme Lightweight Face Recognition Network Using Neural Architecture Search and Multistep Knowledge Distillation. IEEE Access 10: 46823-46833 (2022) - [j8]Pedro C. Neto, João Ribeiro Pinto, Fadi Boutros, Naser Damer, Ana Filipa Sequeira, Jaime S. Cardoso:
Beyond Masks: On the Generalization of Masked Face Recognition Models to Occluded Face Recognition. IEEE Access 10: 86222-86233 (2022) - [j7]Naser Damer, Fadi Boutros, Marius Süßmilch, Meiling Fang, Florian Kirchbuchner, Arjan Kuijper:
Masked face recognition: Human versus machine. IET Biom. 11(5): 512-528 (2022) - [j6]Meiling Fang, Naser Damer, Fadi Boutros, Florian Kirchbuchner, Arjan Kuijper:
The overlapping effect and fusion protocols of data augmentation techniques in iris PAD. Mach. Vis. Appl. 33(1): 8 (2022) - [j5]Fadi Boutros, Naser Damer, Florian Kirchbuchner, Arjan Kuijper:
Self-restrained triplet loss for accurate masked face recognition. Pattern Recognit. 124: 108473 (2022) - [j4]Fadi Boutros, Naser Damer, Kiran B. Raja, Florian Kirchbuchner, Arjan Kuijper:
Template-Driven Knowledge Distillation for Compact and Accurate Periocular Biometrics Deep-Learning Models. Sensors 22(5): 1921 (2022) - [c37]Fadi Boutros, Olga Kähm, Meiling Fang, Florian Kirchbuchner, Naser Damer, Arjan Kuijper:
Low-resolution Iris Recognition via Knowledge Transfer. BIOSIG 2022: 293-300 - [c36]Fadi Boutros, Naser Damer, Florian Kirchbuchner, Arjan Kuijper:
ElasticFace: Elastic Margin Loss for Deep Face Recognition. CVPR Workshops 2022: 1577-1586 - [c35]Naser Damer, César Augusto Fontanillo López, Meiling Fang, Noémie Spiller, Minh Vu Pham, Fadi Boutros:
Privacy-friendly Synthetic Data for the Development of Face Morphing Attack Detectors. CVPR Workshops 2022: 1605-1616 - [c34]Fadi Boutros, Marco Huber, Patrick Siebke, Tim Rieber, Naser Damer:
SFace: Privacy-friendly and Accurate Face Recognition using Synthetic Data. IJCB 2022: 1-11 - [c33]Meiling Fang, Fadi Boutros, Naser Damer:
Unsupervised Face Morphing Attack Detection via Self-paced Anomaly Detection. IJCB 2022: 1-11 - [c32]Marco Huber, Fadi Boutros, Anh Thi Luu, Kiran B. Raja, Raghavendra Ramachandra, Naser Damer, Pedro C. Neto, Tiago Gonçalves, Ana Filipa Sequeira, Jaime S. Cardoso, João Tremoço, Miguel Lourenço, Sergio Serra, Eduardo Cermeño, Marija Ivanovska, Borut Batagelj, Andrej Kronovsek, Peter Peer, Vitomir Struc:
SYN-MAD 2022: Competition on Face Morphing Attack Detection Based on Privacy-aware Synthetic Training Data. IJCB 2022: 1-10 - [c31]Jan Niklas Kolf, Fadi Boutros, Florian Kirchbuchner, Naser Damer:
Lightweight Periocular Recognition through Low-bit Quantization. IJCB 2022: 1-12 - [c30]Pedro C. Neto, Fadi Boutros, João Ribeiro Pinto, Naser Damer, Ana Filipa Sequeira, Jaime S. Cardoso, Messaoud Bengherabi, Abderaouf Bousnat, Sana Boucheta, Nesrine Hebbadj, Mustafa Ekrem Erakin, Ugur Demir, Hazim Kemal Ekenel, Pedro Beber de Queiroz Vidal, David Menotti:
OCFR 2022: Competition on Occluded Face Recognition from Synthetically Generated Structure-Aware Occlusions. IJCB 2022: 1-9 - [c29]Fadi Boutros, Naser Damer, Arjan Kuijper:
QuantFace: Towards Lightweight Face Recognition by Synthetic Data Low-bit Quantization. ICPR 2022: 855-862 - [i26]Naser Damer, César Augusto Fontanillo López, Meiling Fang, Noémie Spiller, Minh Vu Pham, Fadi Boutros:
Privacy-friendly Synthetic Data for the Development of Face Morphing Attack Detectors. CoRR abs/2203.06691 (2022) - [i25]Meiling Fang, Fadi Boutros, Naser Damer:
Intra and Cross-spectrum Iris Presentation Attack Detection in the NIR and Visible Domains Using Attention-based and Pixel-wise Supervised Learning. CoRR abs/2205.02573 (2022) - [i24]Fadi Boutros, Marco Huber, Patrick Siebke, Tim Rieber, Naser Damer:
SFace: Privacy-friendly and Accurate Face Recognition using Synthetic Data. CoRR abs/2206.10520 (2022) - [i23]Fadi Boutros, Naser Damer, Arjan Kuijper:
QuantFace: Towards Lightweight Face Recognition by Synthetic Data Low-bit Quantization. CoRR abs/2206.10526 (2022) - [i22]Pedro C. Neto, Fadi Boutros, João Ribeiro Pinto, Naser Damer, Ana Filipa Sequeira, Jaime S. Cardoso, Messaoud Bengherabi, Abderaouf Bousnat, Sana Boucheta, Nesrine Hebbadj, Mustafa Ekrem Erakin, Ugur Demir, Hazim Kemal Ekenel, Pedro Beber de Queiroz Vidal, David Menotti:
OCFR 2022: Competition on Occluded Face Recognition From Synthetically Generated Structure-Aware Occlusions. CoRR abs/2208.02760 (2022) - [i21]Meiling Fang, Fadi Boutros, Naser Damer:
Unsupervised Face Morphing Attack Detection via Self-paced Anomaly Detection. CoRR abs/2208.05787 (2022) - [i20]Marco Huber, Fadi Boutros, Anh Thi Luu, Kiran B. Raja, Raghavendra Ramachandra, Naser Damer, Pedro C. Neto, Tiago Gonçalves, Ana Filipa Sequeira, Jaime S. Cardoso, João Tremoço, Miguel Lourenço, Sergio Serra, Eduardo Cermeño, Marija Ivanovska, Borut Batagelj, Andrej Kronovsek, Peter Peer, Vitomir Struc:
SYN-MAD 2022: Competition on Face Morphing Attack Detection Based on Privacy-aware Synthetic Training Data. CoRR abs/2208.07337 (2022) - [i19]Fadi Boutros, Marcel Klemt, Meiling Fang, Arjan Kuijper, Naser Damer:
Unsupervised Face Recognition using Unlabeled Synthetic Data. CoRR abs/2211.07371 (2022) - 2021
- [j3]Naser Damer, Fadi Boutros, Marius Süßmilch, Florian Kirchbuchner, Arjan Kuijper:
Extended evaluation of the effect of real and simulated masks on face recognition performance. IET Biom. 10(5): 548-561 (2021) - [j2]Meiling Fang, Naser Damer, Fadi Boutros, Florian Kirchbuchner, Arjan Kuijper:
Cross-database and cross-attack Iris presentation attack detection using micro stripes analyses. Image Vis. Comput. 105: 104057 (2021) - [c28]Pedro C. Neto, Fadi Boutros, João Ribeiro Pinto, Mohsen Saffari, Naser Damer, Ana Filipa Sequeira, Jaime S. Cardoso:
My Eyes Are Up Here: Promoting Focus on Uncovered Regions in Masked Face Recognition. BIOSIG 2021: 21-30 - [c27]Meiling Fang, Fadi Boutros, Arjan Kuijper, Naser Damer:
Partial Attack Supervision and Regional Weighted Inference for Masked Face Presentation Attack Detection. FG 2021: 1-8 - [c26]Marco Huber, Fadi Boutros, Florian Kirchbuchner, Naser Damer:
Mask-invariant Face Recognition through Template-level Knowledge Distillation. FG 2021: 1-8 - [c25]Pedro C. Neto, Fadi Boutros, João Ribeiro Pinto, Naser Damer, Ana Filipa Sequeira, Jaime S. Cardoso:
FocusFace: Multi-task Contrastive Learning for Masked Face Recognition. FG 2021: 1-8 - [c24]Fadi Boutros, Naser Damer, Meiling Fang, Florian Kirchbuchner, Arjan Kuijper:
MixFaceNets: Extremely Efficient Face Recognition Networks. IJCB 2021: 1-8 - [c23]Fadi Boutros, Naser Damer, Jan Niklas Kolf, Kiran B. Raja, Florian Kirchbuchner, Raghavendra Ramachandra, Arjan Kuijper, Pengcheng Fang, Chao Zhang, Fei Wang, David Montero, Naiara Aginako, Basilio Sierra, Marcos Nieto, Mustafa Ekrem Erakin, Ugur Demir, Hazim Kemal Ekenel, Asaki Kataoka, Kohei Ichikawa, Shizuma Kubo, Jie Zhang, Mingjie He, Dan Han, Shiguang Shan, Klemen Grm, Vitomir Struc, Sachith Seneviratne, Nuran Kasthuriarachchi, Sanka Rasnayaka, Pedro C. Neto, Ana Filipa Sequeira, João Ribeiro Pinto, Mohsen Saffari, Jaime S. Cardoso:
MFR 2021: Masked Face Recognition Competition. IJCB 2021: 1-10 - [c22]Meiling Fang, Naser Damer, Fadi Boutros, Florian Kirchbuchner, Arjan Kuijper:
Iris Presentation Attack Detection by Attention-based and Deep Pixel-wise Binary Supervision Network. IJCB 2021: 1-8 - [c21]Sandip Purnapatra, Nic Smalt, Keivan Bahmani, Priyanka Das, David Yambay, Amir Mohammadi, Anjith George, Thirimachos Bourlai, Sébastien Marcel, Stephanie Schuckers, Meiling Fang, Naser Damer, Fadi Boutros, Arjan Kuijper, Alperen Kantarci, Basar Demir, Zafer Yildiz, Zabi Ghafoory, Hasan Dertli, Hazim Kemal Ekenel, Son Vu, Vassilis Christophides, Dashuang Liang, Guanghao Zhang, Zhanlong Hao, Junfu Liu, Yufeng Jin, Samo Liu, Samuel Huang, Salieri Kuei, Jag Mohan Singh, Raghavendra Ramachandra:
Face Liveness Detection Competition (LivDet-Face) - 2021. IJCB 2021: 1-10 - [c20]Caiyong Wang, Yunlong Wang, Kunbo Zhang, Jawad Muhammad, Tianhao Lu, Qi Zhang, Qichuan Tian, Zhaofeng He, Zhenan Sun, Yiwen Zhang, Tianbao Liu, Wei Yang, Dongliang Wu, Yingfeng Liu, Ruiye Zhou, Huihai Wu, Hao Zhang, Junbao Wang, Jiayi Wang, Wantong Xiong, Xueyu Shi, Shao Zeng, Peihua Li, Haodong Sun, Jing Wang, Jiale Zhang, Qi Wang, Huijie Wu, Xinhui Zhang, Haiqing Li, Yu Chen, Liang Chen, Menghan Zhang, Ye Sun, Zhiyong Zhou, Fadi Boutros, Naser Damer, Arjan Kuijper, Juan E. Tapia, Andres Valenzuela, Christoph Busch, Gourav Gupta, Kiran B. Raja, Xi Wu, Xiaojie Li, Jingfu Yang, Hongyan Jing, Xin Wang, Bin Kong, Youbing Yin, Qi Song, Siwei Lyu, Shu Hu, Leon Premk, Matej Vitek, Vitomir Struc, Peter Peer, Jalil Nourmohammadi-Khiarak, Farhang Jaryani, Samaneh Salehi Nasab, Seyed Naeim Moafinejad, Yasin Amini, Morteza Noshad:
NIR Iris Challenge Evaluation in Non-cooperative Environments: Segmentation and Localization. IJCB 2021: 1-10 - [c19]Naser Damer, Kiran B. Raja, Marius Süßmilch, Sushma Venkatesh, Fadi Boutros, Meiling Fang, Florian Kirchbuchner, Raghavendra Ramachandra, Arjan Kuijper:
ReGenMorph: Visibly Realistic GAN Generated Face Morphing Attacks by Attack Re-generation. ISVC (1) 2021: 251-264 - [c18]Naser Damer, Noémie Spiller, Meiling Fang, Fadi Boutros, Florian Kirchbuchner, Arjan Kuijper:
PW-MAD: Pixel-Wise Supervision for Generalized Face Morphing Attack Detection. ISVC (1) 2021: 291-304 - [i18]Fadi Boutros, Naser Damer, Florian Kirchbuchner, Arjan Kuijper:
Unmasking Face Embeddings by Self-restrained Triplet Loss for Accurate Masked Face Recognition. CoRR abs/2103.01716 (2021) - [i17]Naser Damer, Fadi Boutros, Marius Süßmilch, Meiling Fang, Florian Kirchbuchner, Arjan Kuijper:
Masked Face Recognition: Human vs. Machine. CoRR abs/2103.01924 (2021) - [i16]Meiling Fang, Naser Damer, Fadi Boutros, Florian Kirchbuchner, Arjan Kuijper:
Iris Presentation Attack Detection by Attention-based and Deep Pixel-wise Binary Supervision Network. CoRR abs/2106.14845 (2021) - [i15]Fadi Boutros, Naser Damer, Jan Niklas Kolf, Kiran B. Raja, Florian Kirchbuchner, Raghavendra Ramachandra, Arjan Kuijper, Pengcheng Fang, Chao Zhang, Fei Wang, David Montero, Naiara Aginako, Basilio Sierra, Marcos Nieto, Mustafa Ekrem Erakin, Ugur Demir, Hazim Kemal Ekenel, Asaki Kataoka, Kohei Ichikawa, Shizuma Kubo, Jie Zhang, Mingjie He, Dan Han, Shiguang Shan, Klemen Grm, Vitomir Struc, Sachith Seneviratne, Nuran Kasthuriaarachchi, Sanka Rasnayaka, Pedro C. Neto, Ana Filipa Sequeira, João Ribeiro Pinto, Mohsen Saffari, Jaime S. Cardoso:
MFR 2021: Masked Face Recognition Competition. CoRR abs/2106.15288 (2021) - [i14]Fadi Boutros, Naser Damer, Meiling Fang, Florian Kirchbuchner, Arjan Kuijper:
MixFaceNets: Extremely Efficient Face Recognition Networks. CoRR abs/2107.13046 (2021) - [i13]Pedro C. Neto, Fadi Boutros, João Ribeiro Pinto, Mohsen Saffari, Naser Damer, Ana Filipa Sequeira, Jaime S. Cardoso:
My Eyes Are Up Here: Promoting Focus on Uncovered Regions in Masked Face Recognition. CoRR abs/2108.00996 (2021) - [i12]Naser Damer, Kiran B. Raja, Marius Süßmilch, Sushma Venkatesh, Fadi Boutros, Meiling Fang, Florian Kirchbuchner, Raghavendra Ramachandra, Arjan Kuijper:
ReGenMorph: Visibly Realistic GAN Generated Face Morphing Attacks by Attack Re-generation. CoRR abs/2108.09130 (2021) - [i11]Naser Damer, Noémie Spiller, Meiling Fang, Fadi Boutros, Florian Kirchbuchner, Arjan Kuijper:
PW-MAD: Pixel-wise Supervision for Generalized Face Morphing Attack Detection. CoRR abs/2108.10291 (2021) - [i10]Fadi Boutros, Patrick Siebke, Marcel Klemt, Naser Damer, Florian Kirchbuchner, Arjan Kuijper:
PocketNet: Extreme Lightweight Face Recognition Network using Neural Architecture Search and Multi-Step Knowledge Distillation. CoRR abs/2108.10710 (2021) - [i9]Fadi Boutros, Naser Damer, Florian Kirchbuchner, Arjan Kuijper:
ElasticFace: Elastic Margin Loss for Deep Face Recognition. CoRR abs/2109.09416 (2021) - [i8]Pedro C. Neto, Fadi Boutros, João Ribeiro Pinto, Naser Damer, Ana Filipa Sequeira, Jaime S. Cardoso:
FocusFace: Multi-task Contrastive Learning for Masked Face Recognition. CoRR abs/2110.14940 (2021) - [i7]Meiling Fang, Fadi Boutros, Arjan Kuijper, Naser Damer:
Partial Attack Supervision and Regional Weighted Inference for Masked Face Presentation Attack Detection. CoRR abs/2111.04336 (2021) - [i6]Marco Huber, Fadi Boutros, Florian Kirchbuchner, Naser Damer:
Mask-invariant Face Recognition through Template-level Knowledge Distillation. CoRR abs/2112.05646 (2021) - [i5]Fadi Boutros, Meiling Fang, Marcel Klemt, Biying Fu, Naser Damer:
CR-FIQA: Face Image Quality Assessment by Learning Sample Relative Classifiability. CoRR abs/2112.06592 (2021) - 2020
- [j1]Fadi Boutros, Naser Damer, Kiran B. Raja, Raghavendra Ramachandra, Florian Kirchbuchner, Arjan Kuijper:
Iris and periocular biometrics for head mounted displays: Segmentation, recognition, and synthetic data generation. Image Vis. Comput. 104: 104007 (2020) - [c17]Naser Damer, Jonas Henry Grebe, Cong Chen, Fadi Boutros, Florian Kirchbuchner, Arjan Kuijper:
The Effect of Wearing a Mask on Face Recognition Performance: an Exploratory Study. BIOSIG 2020: 1-10 - [c16]Fadi Boutros, Naser Damer, Meiling Fang, Kiran B. Raja, Florian Kirchbuchner, Arjan Kuijper:
Compact Models for Periocular Verification Through Knowledge Distillation. BIOSIG 2020: 291-298 - [c15]Fadi Boutros, Naser Damer, Kiran B. Raja, Raghavendra Ramachandra, Florian Kirchbuchner, Arjan Kuijper:
Fusing Iris and Periocular Region for User Verification in Head Mounted Displays. FUSION 2020: 1-8 - [c14]Meiling Fang, Naser Damer, Fadi Boutros, Florian Kirchbuchner, Arjan Kuijper:
Deep Learning Multi-layer Fusion for an Accurate Iris Presentation Attack Detection. FUSION 2020: 1-8 - [c13]Fadi Boutros, Naser Damer, Kiran B. Raja, Raghavendra Ramachandra, Florian Kirchbuchner, Arjan Kuijper:
On Benchmarking Iris Recognition within a Head-mounted Display for AR/VR Applications. IJCB 2020: 1-10 - [c12]Priyanka Das, Joseph McGrath, Zhaoyuan Fang, Aidan Boyd, Ganghee Jang, Amir Mohammadi, Sandip Purnapatra, David Yambay, Sébastien Marcel, Mateusz Trokielewicz, Piotr Maciejewicz, Kevin W. Bowyer, Adam Czajka, Stephanie Schuckers, Juan E. Tapia, Sebastian Gonzalez, Meiling Fang, Naser Damer, Fadi Boutros, Arjan Kuijper, Renu Sharma, Cunjian Chen, Arun Ross:
Iris Liveness Detection Competition (LivDet-Iris) - The 2020 Edition. IJCB 2020: 1-9 - [c11]Matej Vitek, Abhijit Das, Y. Pourcenoux, A. Missler, C. Paumier, Sumanta Das, Ishita De Ghosh, Diego Rafael Lucio, Luiz A. Zanlorensi, David Menotti, Fadi Boutros, Naser Damer, Jonas Henry Grebe, Arjan Kuijper, Junxing Hu, Yong He, Caiyong Wang, H. Liu, Yunlong Wang, Zhenan Sun, Dailé Osorio Roig, Christian Rathgeb, Christoph Busch, Juan E. Tapia, Andres Valenzuela, Georgios Zampoukis, Lazaros T. Tsochatzidis, Ioannis Pratikakis, S. Nathan, R. Suganya, Vineet Mehta, Abhinav Dhall, Kiran B. Raja, Gourav Gupta, Jalil Nourmohammadi-Khiarak, M. Akbari-Shahper, Farhang Jaryani, Meysam Asgari-Chenaghlu, R. Vyas, S. Dakshit, Peter Peer, Umapada Pal, Vitomir Struc:
SSBC 2020: Sclera Segmentation Benchmarking Competition in the Mobile Environment. IJCB 2020: 1-10 - [c10]Fadi Boutros, Naser Damer, Kiran B. Raja, Raghavendra Ramachandra, Florian Kirchbuchner, Arjan Kuijper:
Periocular Biometrics in Head-Mounted Displays: A Sample Selection Approach for Better Recognition. IWBF 2020: 1-6 - [i4]Naser Damer, Jonas Henry Grebe, Cong Chen, Fadi Boutros, Florian Kirchbuchner, Arjan Kuijper:
The Effect of Wearing a Mask on Face Recognition Performance: an Exploratory Study. CoRR abs/2007.13521 (2020) - [i3]Priyanka Das, Joseph McGrath, Zhaoyuan Fang, Aidan Boyd, Ganghee Jang, Amir Mohammadi, Sandip Purnapatra, David Yambay, Sébastien Marcel, Mateusz Trokielewicz, Piotr Maciejewicz, Kevin W. Bowyer, Adam Czajka, Stephanie Schuckers, Juan E. Tapia, Sebastian Gonzalez, Meiling Fang, Naser Damer, Fadi Boutros, Arjan Kuijper, Renu Sharma, Cunjian Chen, Arun Ross:
Iris Liveness Detection Competition (LivDet-Iris) - The 2020 Edition. CoRR abs/2009.00749 (2020) - [i2]Fadi Boutros, Naser Damer, Kiran B. Raja, Raghavendra Ramachandra, Florian Kirchbuchner, Arjan Kuijper:
On Benchmarking Iris Recognition within a Head-mounted Display for AR/VR Application. CoRR abs/2010.11700 (2020)
2010 – 2019
- 2019
- [c9]Naser Damer, Fadi Boutros, Alexandra Mosegui Saladie, Florian Kirchbuchner, Arjan Kuijper:
Realistic Dreams: Cascaded Enhancement of GAN-generated Images with an Example in Face Morphing Attacks. BTAS 2019: 1-10 - [c8]Fadi Boutros, Naser Damer, Philipp Terhörst, Florian Kirchbuchner, Arjan Kuijper:
Exploring the Channels of Multiple Color Spaces for Age and Gender Estimation from Face Images. FUSION 2019: 1-8 - [c7]Khawla Mallat, Naser Damer, Fadi Boutros, Jean-Luc Dugelay:
Robust Face Authentication Based on Dynamic Quality-weighted Comparison of Visible and Thermal-to-visible images to Visible Enrollments. FUSION 2019: 1-8 - [c6]Khawla Mallat, Naser Damer, Fadi Boutros, Arjan Kuijper, Jean-Luc Dugelay:
Cross-spectrum thermal to visible face recognition based on cascaded image synthesis. ICB 2019: 1-8 - [c5]Fadi Boutros, Naser Damer, Florian Kirchbuchner, Arjan Kuijper:
Eye-MMS: Miniature Multi-Scale Segmentation Network of Key Eye-Regions in Embedded Applications. ICCV Workshops 2019: 3665-3670 - [c4]Naser Damer, Fadi Boutros, Florian Kirchbuchner, Arjan Kuijper:
D-ID-Net: Two-Stage Domain and Identity Learning for Identity-Preserving Image Generation From Semantic Segmentation. ICCV Workshops 2019: 3677-3682 - [c3]Kiran B. Raja, Naser Damer, Raghavendra Ramachandra, Fadi Boutros, Christoph Busch:
Cross-Spectral Periocular Recognition by Cascaded Spectral Image Transformation. IST 2019: 1-7 - [i1]Naser Damer, Fadi Boutros, Khawla Mallat, Florian Kirchbuchner, Jean-Luc Dugelay, Arjan Kuijper:
Cascaded Generation of High-quality Color Visible Face Images from Thermal Captures. CoRR abs/1910.09524 (2019) - 2018
- [c2]Naser Damer, Viola Boller, Yaza Wainakh, Fadi Boutros, Philipp Terhörst, Andreas Braun, Arjan Kuijper:
Detecting Face Morphing Attacks by Analyzing the Directed Distances of Facial Landmarks Shifts. GCPR 2018: 518-534 - [c1]Naser Damer, Fadi Boutros, Philipp Terhörst, Andreas Braun, Arjan Kuijper:
P-Score: Performance Aligned Normalization and an Evaluation in Score-Level Multi-Biometric Fusion. EUSIPCO 2018: 1402-1406
Coauthor Index
[j17] [j16] [j15] [j14] [j13] [c57] [c56] [c55] [c54] [c53] [c52] [c51] [c50] [i43] [i42] [i41] [i40] [i39] [i38] [i37] [i36] [j12] [j11] [j10] [c49] [c48] [c47] [c46] [c45] [c44] [c43] [c42] [c41] [c40] [c39] [c38] [i35] [i34] [i33] [i32] [i31] [i30] [i29] [i28] [i27] [j9] [j8] [j7] [j6] [j5] [j4] [c37] [c36] [c35] [c34] [c33] [c32] [c31] [c30] [c29] [i26] [i25] [i24] [i23] [i22] [i21] [i20] [i19] [j3] [j2] [c28] [c27] [c26] [c25] [c24] [c23] [c22] [c21] [c20] [c19] [c18] [i18] [i17] [i16] [i15] [i14] [i13] [i12] [i11] [i10] [i9] [i8] [i7] [i6] [i5] [j1] [c17] [c16] [c15] [c14] [c13] [c12] [c11] [c10] [i4] [i3] [i2] [c9] [c8] [c7] [c6] [c5] [c4] [c3] [i1] [c2] [c1]
[j14] [c50] [j10] [c49] [c46] [c45] [c40] [i33] [i31] [i29] [i28] [j9] [j7] [j6] [j5] [j4] [c37] [c36] [c29] [i23] [i19] [j3] [j2] [c27] [c24] [c23] [c22] [c21] [c20] [c19] [c18] [i18] [i17] [i16] [i15] [i14] [i12] [i11] [i10] [i9] [i7] [j1] [c17] [c16] [c15] [c14] [c13] [c12] [c11] [c10] [i4] [i3] [i2] [c9] [c8] [c6] [c5] [c4] [i1] [c2] [c1]
Ramachandra Raghavendra
aka: Raghavendra Ramachandra
aka: Raghavendra Ramachandra
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