2024

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

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

2023

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

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

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

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

2022

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

2021

Terhörst, Philipp ; Kolf, Jan Niklas ; Huber, Marco ; Kirchbuchner, Florian ; Damer, Naser ; Morales, Aythami ; Fierrez, Julian ; Kuijper, Arjan (2021)
A Comprehensive Study on Face Recognition Biases Beyond Demographics.
In: IEEE Transactions on Technology and Society, (Early Access)
doi: 10.1109/TTS.2021.3111823
Artikel, Bibliographie

Terhörst, Philipp ; Fahrmann, Daniel ; Kolf, Jan Niklas ; Damer, Naser ; Kirchbuchner, Florian ; Kuijper, Arjan (2021)
MAAD-Face: A Massively Annotated Attribute Dataset for Face Images.
In: IEEE Transactions on Information Forensics and Security, (Early Access)
doi: 10.1109/TIFS.2021.3096120
Artikel, 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

2020

Terhörst, Philipp ; Kolf, Jan Niklas ; Damer, Naser ; Kirchbuchner, Florian ; Kuijper, Arjan (2020)
Post-comparison mitigation of demographic bias in face recognition using fair score normalization.
In: Pattern Recognition Letters, 140
doi: 10.1016/j.patrec.2020.11.007
Artikel, Bibliographie

Terhörst, Philipp ; Kolf, Jan Niklas ; Damer, Naser ; Kirchbuchner, Florian ; Kuijper, Arjan (2020)
Face Quality Estimation and Its Correlation to Demographic and Non-Demographic Bias in Face Recognition.
2020 IEEE International Joint Conference on Biometrics (IJCB). virtual Conference (28.09.2020-01.10.2020)
doi: 10.1109/IJCB48548.2020.9304865
Konferenzveröffentlichung, Bibliographie

Terhörst, Philipp ; Kolf, Jan Niklas ; Damer, Naser ; Kirchbuchner, Florian ; Kuijper, Arjan (2020)
SER-FIQ: Unsupervised Estimation of Face Image Quality Based on Stochastic Embedding Robustness.
2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition. virtual Conference (13.06.2020-19.06.2020)
doi: 10.1109/CVPR42600.2020.00569
Konferenzveröffentlichung, Bibliographie

2019

Terhörst, Philipp ; Huber, Marco ; Kolf, Jan Niklas ; Zelch, Ines ; Damer, Naser ; Kirchbuchner, Florian ; Kuijper, Arjan (2019)
Reliable Age and Gender Estimation from Face Images: Stating the Confidence of Model Predictions.
10th International Conference on Biometrics Theory, Applications and Systems (BTAS 2019). Tampa, USA (23.09.2019-26.09.2019)
doi: 10.1109/BTAS46853.2019.9185975
Konferenzveröffentlichung, Bibliographie

Terhörst, Philipp ; Huber, Marco ; Kolf, Jan Niklas ; Damer, Naser ; Kirchbuchner, Florian ; Kuijper, Arjan (2019)
Multi-algorithmic Fusion for Reliable Age and Gender Estimation from Face Images.
FUSION 2019 - 22nd International Conference on Information Fusion. Ottawa, Canada (02.07.2019-05.07.2019)
Konferenzveröffentlichung, Bibliographie