Search Results - "Elliesen, Jurek"

MixQuantBio: Towards extreme face and periocular recognition model compression with mixed-precision quantization by Kolf, Jan Niklas, Elliesen, Jurek, Damer, Naser, Boutros, Fadi

“…Current periocular and face recognition approaches utilize computationally costly deep neural networks, achieving notable recognition accuracies. Deploying…”
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SyPer: Synthetic periocular data for quantized light-weight recognition in the NIR and visible domains by Kolf, Jan Niklas, Elliesen, Jurek, Boutros, Fadi, Proença, Hugo, Damer, Naser

“…Deep-learning based periocular recognition systems typically use overparameterized deep neural networks associated with high computational costs and memory…”
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How Colorful Should Faces Be? Harmonizing Color and Model Quantization for Resource-restricted Face Recognition by Kolf, Jan Niklas, Elliesen, Jurek, Boutros, Fadi, Damer, Naser

“…State-of-the-art face recognition (FR) systems are based on overparameterized deep neural networks (DNN) which commonly use face images with 256 3 colors. The…”
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Identity-driven Three-Player Generative Adversarial Network for Synthetic-based Face Recognition by Kolf, Jan Niklas, Rieber, Tim, Elliesen, Jurek, Boutros, Fadi, Kuijper, Arjan, Damer, Naser

“…Many of the commonly used datasets for face recognition development are collected from the internet without proper user consent. Due to the increasing focus on…”
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Identity-driven Three-Player Generative Adversarial Network for Synthetic-based Face Recognition by Kolf, Jan Niklas, Rieber, Tim, Elliesen, Jurek, Boutros, Fadi, Kuijper, Arjan, Damer, Naser

“…Many of the commonly used datasets for face recognition development are collected from the internet without proper user consent. Due to the increasing focus on…”
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EFaR 2023: Efficient Face Recognition Competition by 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

“…This paper presents the summary of the Efficient Face Recognition Competition (EFaR) held at the 2023 International Joint Conference on Biometrics (IJCB 2023)…”
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EFaR 2023: Efficient Face Recognition Competition by Kolf, Jan Niklas, Boutros, Fadi, Elliesen, Jurek, Theuerkauf, Markus, Damer, Naser, Alansari, Mohamad, Hay, Oussama Abdul, Alansari, Sara, Javed, Sajid, Werghi, Naoufel, Grm, Klemen, Struc, Vitomir, Alonso-Fernandez, Fernando, Diaz, Kevin Hernandez, Bigun, Josef, George, Anjith, Ecabert, Christophe, Shahreza, Hatef Otroshi, Kotwal, Ketan, Marcel, Sebastien, Medvedev, Iurii, Jin, Bo, Nunes, Diogo, Hassanpour, Ahmad, Khatiwada, Pankaj, Toor, Aafan Ahmad, Yang, Bian

“…This paper presents the summary of the Efficient Face Recognition Competition (EFaR) held at the 2023 International Joint Conference on Biometrics (IJCB 2023)…”
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