Evaluating facial recognition web services with adversarial and synthetic samples
Tài liệu tham khảo
Baidu ai face recognition, Accessed 2018, (http://ai.baidu.com/tech/face/compare).
Face++ face comparing api, Accessed 2018, (https://www.faceplusplus.com.cn/face-comparing/).
Choi, 2017, Stargan: Unified generative adversarial networks for multi-domain image-to-image translation, arXiv preprint arXiv:1711.09020
Papernot, 2016, cleverhans v1. 0.0: an adversarial machine learning library, arXiv preprint arXiv:1610.00768, 10
Brunelli, 1993, Face recognition: Features versus templates, IEEE transactions on pattern analysis and machine intelligence, 15, 1042, 10.1109/34.254061
Cox, 1996, Feature-based face recognition using mixture-distance, 96, 209
Zheng, 2020, Unsupervised feature selection by self-pacedlearning regularization, Pattern Recognition Letters, 132, 4, 10.1016/j.patrec.2018.06.029
Miao, 2016, The recognition of the point symbols in the scanned topographic maps, IEEE Transactions on Image Processing, 26, 2751, 10.1109/TIP.2016.2613409
Boulkenafet, 2017, Face anti-spoofing in biometric systems, 299
Yang, 2014, Learn convolutional neural network for face anti-spoofing, arXiv preprint arXiv:1408.5601
Li, 2017, Large-scale gesture recognition with a fusion of rgb-d data based on saliency theory and c3d model, IEEE Transactions on Circuits and Systems for Video Technology, 28, 2956, 10.1109/TCSVT.2017.2749509
Pan, 2008, Liveness detection for face recognition
Zheng, 2017, Follow but no track: Privacy preserved profile publishing in cyber-physical social systems, IEEE Internet of Things Journal, 4, 1868, 10.1109/JIOT.2017.2679483
Schroff, 2015, Facenet: A unified embedding for face recognition and clustering, 815
Taigman, 2014, Deepface: Closing the gap to human-level performance in face verification, 1701
Szegedy, 2013, Intriguing properties of neural networks, arXiv preprint arXiv:1312.6199
Goodfellow, 2014, Explaining and harnessing adversarial examples, arXiv preprint arXiv:1412.6572
Liu, 2015, Deep learning face attributes in the wild
Huang, 2007, Labeled Faces in the Wild: A Database for Studying Face Recognition in Unconstrained Environments
Tan, 2010, Face liveness detection from a single image with sparse low rank bilinear discriminative model, 504
Goodfellow, 2014, Generative adversarial nets, 2672
Lee, 2005, Acquiring linear subspaces for face recognition under variable lighting, IEEE Transactions on Pattern Analysis & Machine Intelligence, 684