A Comprehensive Re-Evaluation of Biometric Modality Properties in the Modern Era.

Rouqaiah Al-Refai Rouqaiah Al-Refai Pankaja Priya Ramasamy Ragini Ramesh Patricia Arias Cabarcos Philipp Terhörst A Comprehensive Re-Evaluation of Biometric Modality Properties in the Modern Era. IJCB 2025 1-11 conf/icb/2025 https://doi.org/10.1109/IJCB65343.2025.11411391 db/conf/icb/ijcb2025.html#AlRefaiRRCT25 streams/conf/icb Rouqaiah Al-Refai Philipp Hempel Clara Biagi Philipp Terhörst FALCON: Fair Face Recognition via Local Optimal Feature Normalization. 3416-3426 2025 WACV https://doi.org/10.1109/WACV61041.2025.00337 conf/wacv/2025 db/conf/wacv/wacv2025.html#Al-RefaiHBT25

Rouqaiah Al-Refai Pankaja Priya Ramasamy Ragini Ramesh Patricia Arias Cabarcos Philipp Terhörst A Comprehensive Re-Evaluation of Biometric Modality Properties in the Modern Era. 2025 August abs/2508.13874 CoRR https://doi.org/10.48550/arXiv.2508.13874 db/journals/corr/corr2508.html#abs-2508-13874 streams/journals/corr

Rouqaiah Al-Refai Clara Biagi Cong Chen Kiran B. Raja Raghavendra Ramachandra Christoph Busch 0001 Philipp Terhörst On the Trustworthiness of Face Morphing Attack Detectors. 1-11 2024 IJCB https://doi.org/10.1109/IJCB62174.2024.10744447 conf/icb/2024 db/conf/icb/ijcb2024.html#Al-RefaiBCRR0T24 Maryam Nadeem Raza Imam Rouqaiah Al-Refai Meriem Chkir Mohamad Hoda Abdulmotaleb El Saddik EVOKE: Emotion Enabled Virtual Avatar Mapping Using Optimized Knowledge Distillation. 1-6 2024 ICCE https://doi.org/10.1109/ICCE59016.2024.10444200 conf/iccel/2024 db/conf/iccel/icce2024.html#NadeemIACHE24 Ivan DeAndres-Tame Muhammad Faisal 0005 Ruben Tolosana Rouqaiah Al-Refai Rubén Vera-Rodríguez Philipp Terhörst From Pixels to Words: Leveraging Explainability in Face Recognition Through Interactive Natural Language Processing. 314-328 2024 ICPR (Workshops and Challenges, 1) https://doi.org/10.1007/978-3-031-87657-8_22 conf/icpr/2024-w1 db/conf/icpr/icpr2024-w1.html#DeAndresTameFTAVT24 streams/conf/icpr Naif Alkhunaizi Faris Almalik Rouqaiah Al-Refai Muzammal Naseer Karthik Nandakumar Probing the Efficacy of Federated Parameter-Efficient Fine-Tuning of Vision Transformers for Medical Image Classification. 236-245 2024 ISIC/iMIMIC/EARTH/DeCaF@MICCAI https://doi.org/10.1007/978-3-031-77610-6_22 conf/miccai/2024isic db/conf/miccai/isic2024.html#AlkhunaiziAANN24 streams/conf/miccai

Maryam Nadeem Raza Imam Rouqaiah Al-Refai Meriem Chkir Mohamad Hoda Abdulmotaleb El Saddik EVOKE: Emotion Enabled Virtual Avatar Mapping Using Optimized Knowledge Distillation. 2024 abs/2401.06957 CoRR https://doi.org/10.48550/arXiv.2401.06957 db/journals/corr/corr2401.html#abs-2401-06957

Naif Alkhunaizi Faris Almalik Rouqaiah Al-Refai Muzammal Naseer Karthik Nandakumar Probing the Efficacy of Federated Parameter-Efficient Fine-Tuning of Vision Transformers for Medical Image Classification. 2024 abs/2407.11573 CoRR https://doi.org/10.48550/arXiv.2407.11573 db/journals/corr/corr2407.html#abs-2407-11573 streams/journals/corr

Ivan DeAndres-Tame Muhammad Faisal 0005 Ruben Tolosana Rouqaiah Al-Refai Rubén Vera-Rodríguez Philipp Terhörst From Pixels to Words: Leveraging Explainability in Face Recognition through Interactive Natural Language Processing. 2024 abs/2409.16089 CoRR https://doi.org/10.48550/arXiv.2409.16089 db/journals/corr/corr2409.html#abs-2409-16089 streams/journals/corr

Rouqaiah Al-Refai Karthik Nandakumar A Unified Model for Face Matching and Presentation Attack Detection using an Ensemble of Vision Transformer Features. 662-671 2023 WACV (Workshops) https://doi.org/10.1109/WACVW58289.2023.00073 conf/wacv/2023w db/conf/wacv/wacv2023w.html#AlRefaiN23 Naif Alkhunaizi Faris Almalik Clara Biagi Christoph Busch 0001 Patricia Arias Cabarcos Cong Chen Meriem Chkir Ivan DeAndres-Tame Muhammad Faisal 0005 Philipp Hempel Mohamad Hoda Raza Imam Maryam Nadeem Karthik Nandakumar Muzammal Naseer Ramachandra RaghavendraRaghavendra Ramachandra Kiran B. Raja Pankaja Priya Ramasamy Ragini Ramesh Abdulmotaleb El Saddik Philipp Terhörst Ruben Tolosana Rubén Vera-Rodríguez