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

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

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