Fraunhofer Institute for Computer Graphics Research IGD
Fraunhofer Institute for Computer Graphics Research IGD

Jan Niklas Kolf

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Jan Niklas Kolf studied computer science at the Technische Universität Darmstadt and graduated in 2022 with a Master of Science in Autonomous Systems.

During his studies, he was employed as a research assistant in the Smart Living & Biometric Technologies department of the Fraunhofer Institute for Computer Graphics Research IGD in Darmstadt from March 2019 to July 2021. Since August 2021, he works as a research scientist in the department with a focus on deep learning, computer vision and biometrics.

Mr. Kolf is part of the Embedded Biometrics project at the National Research Centre for Applied Cyber Security ATHENE in Darmstadt, which has established its own research area for biometrics with the mission Next Generation Biometric Systems.

Jahr
Year		Titel/Autor:in
Title/Author		Publikationstyp
Publication Type
2024 MixQuantBio: Towards Extreme Face and Periocular Recognition Model Compression with Mixed-precision Quantization
Kolf, Jan Niklas; Elliesen, Jurek; Damer, Naser; Boutros, Fadi		 Zeitschriftenaufsatz
Journal Article
2024 Second Edition FRCSyn Challenge at CVPR 2024: Face Recognition Challenge in the Era of Synthetic Data
DeAndres-Tame, Ivan; Tolosana, Ruben; Melzi, Pietro; Vera-Rodriguez, Ruben; Kim, Minchul; Rathgeb, Christian; Liu, Xiaoming; Morales, Aythami; Fierrez, Julian; Ortega-Garcia, Javier; Zhong, Zhizhou; Huang, Yuge; Mi, Yuxi; Ding, Shouhong; Zhou, Shuigeng; He, Shuai; Fu, Lingzhi; Cong, Heng; Zhang, Rongyu; Xiao, Zhihong; Smirnov, Evgeny; Pimenov, Anton; Grigorev, Aleksei; Timoshenko, Denis; Asfaw, Kaleb Mesfin; Yaw Low, Cheng; Liu, Hao; Wang, Chuyi; Zuo, Qing; He, Zhixiang; Shahreza, Hatef Otroshi; George, Anjith; Unnervik, Alexander; Rahimi, Parsa; Marcel, Sébastien; Neto, Pedro C.; Huber, Marco; Kolf, Jan Niklas; Damer, Naser; Boutros, Fadi; Cardoso, Jaime S.; Sequeira, Ana F.; Andrea Atzori; Fenu, Gianni; Marras, Mirko; Štruc, Vitomir; Yu, Jiang; Li, Zhangjie; Li, Jichun; Zhao, Weisong; Lei, Zhen; Zhu, Xiangyu; Zhang, Xiao-Yu; Biesseck, Bernardo; Vidal, Pedro; Coelho, Luiz; Granada, Roger; Menotti, David		 Konferenzbeitrag
Conference Paper
2024 GraFIQs: Face Image Quality Assessment Using Gradient Magnitudes
Kolf, Jan Niklas; Damer, Naser; Boutros, Fadi		 Konferenzbeitrag
Conference Paper
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		 Konferenzbeitrag
Conference Paper
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
2023 How Colorful Should Faces Be? Harmonizing Color and Model Quantization for Resource-restricted Face Recognition
Kolf, Jan Niklas; Elliesen, Jurek; Boutros, Fadi; Damer, Naser		 Konferenzbeitrag
Conference Paper
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 EFaR 2023: Efficient Face Recognition Competition
Kolf, Jan Niklas; Boutros, Fadi; Elliesen, Jurek; Theuerkauf, Markus; Damer, Naser; Alansari, Mohamad; Abdul Hay, Oussama; Alansari, Sara; Javed, Sajid; Werghi, Naoufel; Grm, Klemen; Štruc, Vitomir; Alonso-Fernandez, Fernando; Hernandez Diaz, Kevin; Bigun, Josef; George, Anjith; Ecabert, Christophe; Otroshi Shahreza, Hatef; Kotwal, Ketan; Marcel, Sébastien; Medvedev, Iurii; Jin, Bo; Nunes, Diogo; Hassanpour, Ahmad; Khatiwada, Pankaj; Ahmad Toor, Aafan; Yang, Bian		 Konferenzbeitrag
Conference Paper
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 The Unconstrained Ear Recognition Challenge 2023: Maximizing Performance and Minimizing Bias*
Emeršić, Ž.; Ohki, T.; Akasaka, M.; Arakawa, T.; Maeda, S.; Okano, M.; Sato, Y.; George, A.; Marcel, S.; Ganapathi, I. I.; Ali, S. S.; Javed, S.; Werghi, N.; Işık, S. G.; Sarıtaş, E.; Ekenel, H. K.; Sharma, G.; Kolf, Jan Niklas; Boutros, Fadi; Damer, Naser; Kamboj, A.; Nigam, A.; Hudovernik, V.; Jain, D. K.; Cámara-Chávez, G.; Peer, P.; Štruc, V.		 Konferenzbeitrag
Conference Paper
2023 Sclera Segmentation and Joint Recognition Benchmarking Competition: SSRBC 2023
Das, Abhijit; Atreya, Saurabh; Mukherjee, Aritra; Vitek, Matej; Haiqing, Li; Wang, Caiyong; Zhao, Guangzhe; Boutros, Fadi; Siebke, Patrick; Kolf, Jan Niklas; Damer, Naser; Sun, Ye; Lu, Hexin; Aobo, Fan; Sheng, You; Nathan , Sabari; Suganya, R.; Rampriya, R.S.; Sharma, Geetanjali; Priyanka, P.; Nigam, Aditya; Peer, Peter; Pal, Umapada; Štruc, Vitomir		 Konferenzbeitrag
Conference Paper
2023 Liveness Detection Competition - Noncontact-based Fingerprint Algorithms and Systems (LivDet-2023 Noncontact Fingerprint)
Purnapatra, Sandip; Rezaie, Humaira; Jawade, Bhavin; Liu, Yu; Pan, Yue; Brosell, Luke; Sumi, Mst Rumana; Igene, Lambert; Dimarco, Alden; Setlur, Srirangaraj; Dey, Soumyabrata; Schuckers, Stephanie; Huber, Marco; Kolf, Jan Niklas; Fang, Meiling; Damer, Naser; Adami, Banafsheh; Chitic, Raul; Seelert, Karsten; Mistry, Vishesh; Parthe, Rahul; Kacar, Umit		 Konferenzbeitrag
Conference Paper
2022 A Comprehensive Study on Face Recognition Biases Beyond Demographics
Terhörst, Philipp; Kolf, Jan Niklas; Huber, Marco; Kirchbuchner, Florian; Damer, Naser; Morales, Aythami; Fierrez, Julian; 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 Reducing Deployment Cost for Passive Electric Field Sensors
Wilmsdorff, Julian von; Kolf, Jan Niklas; 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 MAAD-Face: A Massively Annotated Attribute Dataset for Face Images
Terhörst, Philipp; Fährmann, Daniel; Kolf, Jan Niklas; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan		 Zeitschriftenaufsatz
Journal Article
2020 Face Quality Estimation and its Correlation to Demographic and Non-Demographic Bias in Face Recognition
Terhörst, Philipp; Kolf, Jan Niklas; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan		 Konferenzbeitrag
Conference Paper
2020 SER-FIQ: Unsupervised Estimation of Face Image Quality Based on Stochastic Embedding Robustness
Terhörst, Philipp; Kolf, Jan Niklas; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan		 Konferenzbeitrag
Conference Paper
2019 Multi-algorithmic Fusion for Reliable Age and Gender Estimation from Face Images
Terhörst, Philipp; Huber, Marco; Kolf, Jan Niklas; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan		 Konferenzbeitrag
Conference Paper
2019 Reliable Age and Gender Estimation from Face Images: Stating the Confidence of Model Predictions
Terhörst, Philipp; Zelch, Ines; Huber, Marco; Kolf, Jan Niklas; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan		 Konferenzbeitrag
Conference Paper
2018 Evaluation of activity of daily life recognition based on electric field tokens
Kolf, Jan Niklas		 Bachelor Thesis
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