Discriminative Deep Feature Visualization for Explainable Face Recognition

Author:

Xu Zewei1,Lu Yuhang1,Ebrahimi Touradj1

Affiliation:

1. École Polytechnique Fédérale de Lausanne (EPFL),Multimedia Signal Processing Group (MMSPG),Lausanne,Switzerland,CH-1015

Funder

Swiss National Science Foundation (SNSF)

Publisher

IEEE

Reference34 articles.

1. Deep face recognition: A survey

2. Explainable biometrics in the age of deep learning;Neto;arXiv preprint,2022

3. Explainable AI: from black box to glass box

4. Four principles of explainable ai as applied to biometrics and facial forensic algorithms;Phillips;arXiv preprint,2020

5. Explaining explanations: An approach to evaluating interpretability of machine learning;Gilpin;arXiv preprint,2018

Cited by 2 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Explainable Face Verification via Feature-Guided Gradient Backpropagation;2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition (FG);2024-05-27

2. Towards Visual Saliency Explanations of Face Verification;2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV);2024-01-03

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