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Yuhang Lu
at EPFL
SPIE Involvement:
Author
Publications (4)
Proceedings Article | 30 September 2024 Presentation + Paper
Improving perturbation-based explanation methods with application to face recognition
Proceedings Volume 13137, 131370A (2024) https://doi.org/10.1117/12.3030872
KEYWORDS: Facial recognition systems, Visualization, Artificial intelligence, Feature extraction, Decision making, Network architectures, Visual process modeling
Proceedings Article | 4 October 2023 Presentation + Paper
Explanation of face recognition via saliency maps
Proceedings Volume 12674, 126740U (2023) https://doi.org/10.1117/12.2677353
KEYWORDS: Facial recognition systems, Visualization, Detection and tracking algorithms, Visual process modeling, Data modeling, Image processing, Image classification, Education and training, Decision making, Systems modeling
Proceedings Article | 4 October 2023 Presentation + Paper
Improving deepfake detectors against real-world perturbations with amplitude-phase switch augmentation
Proceedings Volume 12674, 1267402 (2023) https://doi.org/10.1117/12.2676400
KEYWORDS: Education and training, Counterfeit detection, Video, Video compression, Switches, Facial recognition systems, Data modeling, Image processing, Image classification, Tunable filters
Proceedings Article | 3 October 2022 Presentation + Paper
A novel assessment framework for learning-based deepfake detectors in realistic conditions
Proceedings Volume 12226, 122260N (2022) https://doi.org/10.1117/12.2636683
KEYWORDS: Performance modeling, Image compression, Video processing, Image enhancement
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