SqueezeFacePoseNet: Lightweight Face Verification Across Different Poses for Mobile Platforms

Author:

Alonso-Fernandez Fernando,Barrachina Javier,Hernandez-Diaz Kevin,Bigun Josef

Publisher

Springer International Publishing

Reference22 articles.

1. Akhtar, Z., Hadid, A., Nixon, M.S., Tistarelli, M., Dugelay, J., Marcel, S.: Biometrics: in search of identity and security. IEEE Multimedia 25(3), 22–35 (2018)

2. Alonso-Fernandez, F., Bigun, J.: A survey on periocular biometrics research. Pattern Recogn. Lett. 82, 92–105 (2016)

3. Cao, Q., Shen, L., Xie, W., Parkhi, O.M., Zisserman, A.: VGGFace2: a dataset for recognising faces across pose and age. In: 13th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2018), pp. 67–74 (2018)

4. Chen, S., Liu, Y., Gao, X., Han, Z.: MobileFaceNets: efficient CNNs for accurate real-time face verification on mobile devices. CoRR abs/1804.07573 (2018). http://arxiv.org/abs/1804.07573

5. Deng, J., Guo, J., Zhou, Y., Yu, J., Kotsia, I., Zafeiriou, S.: RetinaFace: single-stage dense face localisation in the wild. CoRR abs/1905.00641 (2019). http://arxiv.org/abs/1905.00641

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1. SqueezerFaceNet: Reducing a Small Face Recognition CNN Even More via Filter Pruning;Progress in Artificial Intelligence and Pattern Recognition;2023-12-20

2. An Explainable Model-Agnostic Algorithm for CNN-Based Biometrics Verification;2023 IEEE International Workshop on Information Forensics and Security (WIFS);2023-12-04

3. Exploring the Effectiveness of Lightweight Architectures for Face Anti-Spoofing;2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW);2023-06

4. One-Shot Learning for Periocular Recognition: Exploring the Effect of Domain Adaptation and Data Bias on Deep Representations;IEEE Access;2023

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