Facial Recognition If you use deepfake ImageViewer in your research for facial recogntion purposes, please cite these publications:
@article{serengil2024lightface,
title = {A Benchmark of Facial Recognition Pipelines and Co-Usability Performances of Modules},
author = {Serengil, Sefik Ilkin and Ozpinar, Alper},
journal = {Bilisim Teknolojileri Dergisi},
volume = {17},
number = {2},
pages = {95-107},
year = {2024},
doi = {10.17671/gazibtd.1399077},
url = {https://dergipark.org.tr/en/pub/gazibtd/issue/84331/1399077},
publisher = {Gazi University}
}
@inproceedings{serengil2020lightface,
title = {LightFace: A Hybrid Deep Face Recognition Framework},
author = {Serengil, Sefik Ilkin and Ozpinar, Alper},
booktitle = {2020 Innovations in Intelligent Systems and Applications Conference (ASYU)},
pages = {23-27},
year = {2020},
doi = {10.1109/ASYU50717.2020.9259802},
url = {https://ieeexplore.ieee.org/document/9259802},
organization = {IEEE}
}
@inproceedings{serengil2021lightface,
title = {HyperExtended LightFace: A Facial Attribute Analysis Framework},
author = {Serengil, Sefik Ilkin and Ozpinar, Alper},
booktitle = {2021 International Conference on Engineering and Emerging Technologies (ICEET)},
pages = {1-4},
year = {2021},
doi = {10.1109/ICEET53442.2021.9659697},
url = {https://ieeexplore.ieee.org/document/9659697/},
organization = {IEEE}
}
@misc{serengil2023db,
title = {An evaluation of sql and nosql databases for facial recognition pipelines},
author = {Serengil, Sefik Ilkin and Ozpinar, Alper},
year = {2023},
archivePrefix = {Cambridge Open Engage},
doi = {10.33774/coe-2023-18rcn},
url = {https://www.cambridge.org/engage/coe/article-details/63f3e5541d2d184063d4f569}
}
@InProceedings{Lanzino_2024_CVPR,
author = {Lanzino, Romeo and Fontana, Federico and Diko, Anxhelo and Marini, Marco Raoul and Cinque, Luigi},
title = {Faster Than Lies: Real-time Deepfake Detection using Binary Neural Networks},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2024},
pages = {3771-3780}
}
@article{guo2022join,
title={Join the High Accuracy Club on ImageNet with A Binary Neural Network Ticket},
author={Guo, Nianhui and Bethge, Joseph and Meinel, Christoph and Yang, Haojin},
journal={arXiv preprint arXiv:2211.12933},
year={2022}
}