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FRCSyn-onGoing: Benchmarking and comprehensive evaluation of real and synthetic data to improve face recognition systems
Pietro Melzi, Ruben Tolosana, Ruben Vera-Rodriguez, Minchul Kim, Christian Rathgeb, Xiaoming Liu, Ivan DeAndres-Tame, Aythami Morales, Julian Fierrez, Javier Ortega-Garcia, Weisong Zhao, Xiangyu Zhu, Zheyu Yan, Xiao-Yu Zhang, Jinlin Wu, Zhen Lei, Suvidha Tripathi, Mahak Kothari, Md Haider Zama, Debayan Deb, Bernardo Biesseck, Pedro Vidal, Roger Granada, Guilherme 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
Information Fusion, , Mar. 2024
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@article{ frcsyn-ongoing-benchmarking-and-comprehensive-evaluation-of-real-and-synthetic-data-to-improve-face-recognition-systems,
author = { Pietro Melzi and Ruben Tolosana and Ruben Vera-Rodriguez and Minchul Kim and Christian Rathgeb and Xiaoming Liu and Ivan DeAndres-Tame and Aythami Morales and Julian Fierrez and Javier Ortega-Garcia and Weisong Zhao and Xiangyu Zhu and Zheyu Yan and Xiao-Yu Zhang and Jinlin Wu and Zhen Lei and Suvidha Tripathi and Mahak Kothari and Md Haider Zama and Debayan Deb and Bernardo Biesseck and Pedro Vidal and Roger Granada and Guilherme Fickel and Gustavo Führ and David Menotti and Alexander Unnervik and Anjith George and Christophe Ecabert and Hatef Otroshi Shahreza and Parsa Rahimi and Sébastien Marcel and Ioannis Sarridis and Christos Koutlis and Georgia Baltsou and Symeon Papadopoulos and Christos Diou and Nicolò Di Domenico and Guido Borghi and Lorenzo Pellegrini and Enrique Mas-Candela and Ángela Sánchez-Pérez and Andrea Atzori and Fadi Boutros and Naser Damer and Gianni Fenu and Mirko Marras },
title = { FRCSyn-onGoing: Benchmarking and comprehensive evaluation of real and synthetic data to improve face recognition systems },
journal = { Information Fusion },
month = { March },
year = { 2024 },
}
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Open-Set Biometrics: Beyond Good Closed-Set Models
Yiyang Su, Minchul Kim, Feng Liu, Anil Jain, Xiaoming Liu
In Proceeding of European Conference on Computer Vision (ECCV 2024), Milan, Italy, Oct. 2024
Bibtex
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| arXiv
@inproceedings{ open-set-biometrics-beyond-good-closed-set-models,
author = { Yiyang Su and Minchul Kim and Feng Liu and Anil Jain and Xiaoming Liu },
title = { Open-Set Biometrics: Beyond Good Closed-Set Models },
booktitle = { In Proceeding of European Conference on Computer Vision },
address = { Milan, Italy },
month = { October },
year = { 2024 },
}
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Distilling CLIP with Dual Guidance for Learning Discriminative Human Body Shape Representation
Feng Liu, Minchul Kim, Zhiyuan Ren, Xiaoming Liu
In Proceeding of IEEE Computer Vision and Pattern Recognition (CVPR 2024), Seattle, WA, Jun. 2024
Bibtex
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@inproceedings{ distilling-clip-with-dual-guidance-for-learning-discriminative-human-body-shape-representation,
author = { Feng Liu and Minchul Kim and Zhiyuan Ren and Xiaoming Liu },
title = { Distilling CLIP with Dual Guidance for Learning Discriminative Human Body Shape Representation },
booktitle = { In Proceeding of IEEE Computer Vision and Pattern Recognition },
address = { Seattle, WA },
month = { June },
year = { 2024 },
}
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KeyPoint Relative Position Encoding for Face Recognition
Minchul Kim, Yiyang Su, Feng Liu, Anil Jain, Xiaoming Liu
In Proceeding of IEEE Computer Vision and Pattern Recognition (CVPR 2024), Seattle, WA, Jun. 2024
Bibtex
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| arXiv
| Supplemental
| Code
@inproceedings{ keypoint-relative-position-encoding-for-face-recognition,
author = { Minchul Kim and Yiyang Su and Feng Liu and Anil Jain and Xiaoming Liu },
title = { KeyPoint Relative Position Encoding for Face Recognition },
booktitle = { In Proceeding of IEEE Computer Vision and Pattern Recognition },
address = { Seattle, WA },
month = { June },
year = { 2024 },
}
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Second Edition FRCSyn Challenge at CVPR 2024: Face Recognition Challenge in the Era of Synthetic Data
Ivan DeAndres-Tame, Ruben Tolosana, Pietro Melzi, Ruben Vera-Rodriguez, Minchul Kim, Christian Rathgeb, Xiaoming Liu, Aythami Morales, Julian Fierrez, 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, Sebastien Marcel, Pedro C. Neto, Marco Huber, Jan Niklas Kolf, Naser Damer, Fadi Boutros, Jaime S. Cardoso, Ana F. Sequeira, Andrea Atzori, Gianni Fenu, Mirko Marras, Vitomir Struc, Jiang Yu, Zhangjie Li, Jichun Li, Weisong Zhao, Zhen Lei, Xiangyu Zhu, Xiao-Yu Zhang, Bernardo Biesseck, Pedro Vidal, Luiz Coelho, Roger Granada, David Menotti
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2024), Seattle, WA, Jun. 2024
Bibtex
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@inproceedings{ second-edition-frcsyn-challenge-at-cvpr-2024-face-recognition-challenge-in-the-era-of-synthetic-data,
author = { Ivan DeAndres-Tame and Ruben Tolosana and Pietro Melzi and Ruben Vera-Rodriguez and Minchul Kim and Christian Rathgeb and Xiaoming Liu and Aythami Morales and Julian Fierrez and Javier Ortega-Garcia and Zhizhou Zhong and Yuge Huang and Yuxi Mi and Shouhong Ding and Shuigeng Zhou and Shuai He and Lingzhi Fu and Heng Cong and Rongyu Zhang and Zhihong Xiao and Evgeny Smirnov and Anton Pimenov and Aleksei Grigorev and Denis Timoshenko and Kaleb Mesfin Asfaw and Cheng Yaw Low and Hao Liu and Chuyi Wang and Qing Zuo and Zhixiang He and Hatef Otroshi Shahreza and Anjith George and Alexander Unnervik and Parsa Rahimi and Sebastien Marcel and Pedro C. Neto and Marco Huber and Jan Niklas Kolf and Naser Damer and Fadi Boutros and Jaime S. Cardoso and Ana F. Sequeira and Andrea Atzori and Gianni Fenu and Mirko Marras and Vitomir Struc and Jiang Yu and Zhangjie Li and Jichun Li and Weisong Zhao and Zhen Lei and Xiangyu Zhu and Xiao-Yu Zhang and Bernardo Biesseck and Pedro Vidal and Luiz Coelho and Roger Granada and David Menotti },
title = { Second Edition FRCSyn Challenge at CVPR 2024: Face Recognition Challenge in the Era of Synthetic Data },
booktitle = { Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition },
address = { Seattle, WA },
month = { June },
year = { 2024 },
}
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TIGER: Time-Varying Denoising Model for 3D Point Cloud Generation with Diffusion Process
Zhiyuan Ren, Minchul Kim, Feng Liu, Xiaoming Liu
In Proceeding of IEEE Computer Vision and Pattern Recognition (CVPR 2024), Seattle, WA, Jun. 2024
Bibtex
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@inproceedings{ tiger-time-varying-denoising-model-for-3d-point-cloud-generation-with-diffusion-process,
author = { Zhiyuan Ren and Minchul Kim and Feng Liu and Xiaoming Liu },
title = { TIGER: Time-Varying Denoising Model for 3D Point Cloud Generation with Diffusion Process },
booktitle = { In Proceeding of IEEE Computer Vision and Pattern Recognition },
address = { Seattle, WA },
month = { June },
year = { 2024 },
}
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FarSight: A Physics-Driven Whole-Body Biometric System at Large Distance and Altitude
Feng Liu, Ryan Ashbaugh, Nicholas Chimitt, Najmul Hassan, Ali Hassani, Ajay Jaiswal, Minchul Kim, Zhiyuan Mao, Christopher Perry, Zhiyuan Ren, Yiyang Su, Pegah Varghaei, Kai Wang, Xingguang Zhang, Stanley Chan, Arun Ross, Humphrey Shi, Zhangyang Wang, Anil Jain, Xiaoming Liu
In Proceeding of Winter Conference on Applications of Computer Vision (WACV 2024), Waikoloa, Hawaii, Jan. 2024
Bibtex
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| arXiv
@inproceedings{ farsight-a-physics-driven-whole-body-biometric-system-at-large-distance-and-altitude,
author = { Feng Liu and Ryan Ashbaugh and Nicholas Chimitt and Najmul Hassan and Ali Hassani and Ajay Jaiswal and Minchul Kim and Zhiyuan Mao and Christopher Perry and Zhiyuan Ren and Yiyang Su and Pegah Varghaei and Kai Wang and Xingguang Zhang and Stanley Chan and Arun Ross and Humphrey Shi and Zhangyang Wang and Anil Jain and Xiaoming Liu },
title = { FarSight: A Physics-Driven Whole-Body Biometric System at Large Distance and Altitude },
booktitle = { In Proceeding of Winter Conference on Applications of Computer Vision },
address = { Waikoloa, Hawaii },
month = { January },
year = { 2024 },
}
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FRCSyn Challenge at WACV 2024: Face Recognition Challenge in the Era of Synthetic Data
Pietro Melzi, Ruben Tolosana, Ruben Vera-Rodriguez, Minchul Kim, Christian Rathgeb, Xiaoming Liu, Ivan DeAndres-Tame, Aythami Morales, Julian Fierrez, Javier Ortega-Garcia, Weisong Zhao, Xiangyu Zhu, Zheyu Yan, Xiao-Yu Zhang, Jinlin Wu, Zhen Lei, Suvidha Tripathi, Mahak Kothari, Md Haider Zama, Debayan Deb, Bernardo Biesseck, Pedro Vidal, Roger Granada, Guilherme Fickel, Gustavo Fuhr, David Menotti, Alexander Unnervik, Anjith George, Christophe Ecabert, Hatef Otroshi Shahreza, Parsa Rahimi, Sebastien Marcel, Ioannis Sarridis, Christos Koutlis, Georgia Baltsou, Symeon Papadopoulos, Christos Diou, Nicolo Di Domenico, Guido Borghi, Lorenzo Pellegrini, Enrique Mas-Candela, Angela Sanchez-Perez, Andrea Atzori, Fadi Boutros, Naser Damer, Gianni Fenu, Mirko Marras
In Proceeding of Winter Conference on Applications of Computer Vision (WACVW 2024), Waikoloa, Hawaii, Jan. 2024
Bibtex
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@inproceedings{ frcsyn-challenge-at-wacv-2024-face-recognition-challenge-in-the-era-of-synthetic-data,
author = { Pietro Melzi and Ruben Tolosana and Ruben Vera-Rodriguez and Minchul Kim and Christian Rathgeb and Xiaoming Liu and Ivan DeAndres-Tame and Aythami Morales and Julian Fierrez and Javier Ortega-Garcia and Weisong Zhao and Xiangyu Zhu and Zheyu Yan and Xiao-Yu Zhang and Jinlin Wu and Zhen Lei and Suvidha Tripathi and Mahak Kothari and Md Haider Zama and Debayan Deb and Bernardo Biesseck and Pedro Vidal and Roger Granada and Guilherme Fickel and Gustavo Fuhr and David Menotti and Alexander Unnervik and Anjith George and Christophe Ecabert and Hatef Otroshi Shahreza and Parsa Rahimi and Sebastien Marcel and Ioannis Sarridis and Christos Koutlis and Georgia Baltsou and Symeon Papadopoulos and Christos Diou and Nicolo Di Domenico and Guido Borghi and Lorenzo Pellegrini and Enrique Mas-Candela and Angela Sanchez-Perez and Andrea Atzori and Fadi Boutros and Naser Damer and Gianni Fenu and Mirko Marras },
title = { FRCSyn Challenge at WACV 2024: Face Recognition Challenge in the Era of Synthetic Data },
booktitle = { In Proceeding of Winter Conference on Applications of Computer Vision },
address = { Waikoloa, Hawaii },
month = { January },
year = { 2024 },
}
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Cluster and Aggregate: Face Recognition with Large Probe Set
Minchul Kim, Feng Liu, Anil Jain, Xiaoming Liu
In Proceeding of Thirty-sixth Conference on Neural Information Processing Systems (NeurIPS 2022), New Orleans, LA, Dec. 2022
Bibtex
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| arXiv
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| Project Webpage
@inproceedings{ cluster-and-aggregate-face-recognition-with-large-probe-set,
author = { Minchul Kim and Feng Liu and Anil Jain and Xiaoming Liu },
title = { Cluster and Aggregate: Face Recognition with Large Probe Set },
booktitle = { In Proceeding of Thirty-sixth Conference on Neural Information Processing Systems },
address = { New Orleans, LA },
month = { December },
year = { 2022 },
}
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Controllable and Guided Face Synthesis for Unconstrained Face Recognition
Feng Liu, Minchul Kim, Anil Jain, Xiaoming Liu
In Proceeding of European Conference on Computer Vision (ECCV 2022), Tel-Aviv, Israel, Oct. 2022
Bibtex
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| arXiv
| Supplemental
| Project Webpage
| Code
@inproceedings{ controllable-and-guided-face-synthesis-for-unconstrained-face-recognition,
author = { Feng Liu and Minchul Kim and Anil Jain and Xiaoming Liu },
title = { Controllable and Guided Face Synthesis for Unconstrained Face Recognition },
booktitle = { In Proceeding of European Conference on Computer Vision },
address = { Tel-Aviv, Israel },
month = { October },
year = { 2022 },
}
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AdaFace: Quality Adaptive Margin for Face Recognition
Minchul Kim, Anil K. Jain, Xiaoming Liu
In Proceeding of IEEE Computer Vision and Pattern Recognition (CVPR 2022), New Orleans, LA, Jun. 2022
(Oral presentation)
Bibtex
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| arXiv
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| Project Webpage
| Code
@inproceedings{ adaface-quality-adaptive-margin-for-face-recognition,
author = { Minchul Kim and Anil K. Jain and Xiaoming Liu },
title = { AdaFace: Quality Adaptive Margin for Face Recognition },
booktitle = { In Proceeding of IEEE Computer Vision and Pattern Recognition },
address = { New Orleans, LA },
month = { June },
year = { 2022 },
}