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Research Article

Hybrid HOG-SVM encrypted face detection and recognition model

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Pages 205-218 | Received 01 Nov 2021, Published online: 05 Jan 2022

References

  • Parmar, Divyarajsinh N., and Brijesh B. Mehta. “Face recognition methods & applications.” arXiv preprint arXiv:1403.0485 (2014).
  • Gunawan, Teddy Surya, et al. “Development of face recognition on raspberry pi for security enhancement of smart home system.” Indonesian Journal of Electrical Engineering and Informatics (IJEEI) 5.4 (2017): 317-325. doi: https://doi.org/10.52549/ijeei.v5i4.361
  • Jain, Anil K., and Stan Z. Li. Handbook of face recognition. Vol. 1. New York: springer, 2011.
  • Kosinski, Michal. “Facial recognition technology can expose political orientation from naturalistic facial images.” Scientific reports 11.1 (2021): 1-7. doi: https://doi.org/10.1038/s41598-020-79139-8
  • Thorat, S. B., S. K. Nayak, and Jyoti P. Dandale. “Facial recognition technology: An analysis with scope in India.” arXiv preprint arXiv:1005.4263 (2010).
  • Guo, Guanjun, et al. “A fast face detection method via convolutional neural network.” Neurocomputing 395 (2020): 128-137. doi: https://doi.org/10.1016/j.neucom.2018.02.110
  • Li, Xin, Shenqi Lai, and Xueming Qian. “DBCFace: Towards Pure Convolutional Neural Network Face Detection.” IEEE Transactions on Circuits and Systems for Video Technology (2021).
  • Liu, Zhengzhe, Xiaojuan Qi, and Philip HS Torr. “Global texture enhancement for fake face detection in the wild.” Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition. 2020.
  • Zhou, Peng, et al. “Two-stream neural networks for tampered face detection.” 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). IEEE, 2017.
  • Zhi, Hui, and Sanyang Liu. “Face recognition based on genetic algorithm.” Journal of Visual Communicationand Image Representation 58 (2019): 495-502. doi: https://doi.org/10.1016/j.jvcir.2018.12.012
  • Li, Jianguo, Tao Wang, and Yimin Zhang. “Face detection using surf cascade.” 2011 IEEE international conference on computer vision workshops (ICCV workshops). IEEE, 2011.
  • Cuimei, Li, et al. “Human face detection algorithm via Haar cascade classifier combined with three additional classifiers.” 2017 13th IEEE International Conference on Electronic Measurement & Instruments (ICEMI). IEEE, 2017.
  • Rahmad, C., et al. “Comparison of Viola-Jones Haar Cascade classifier and histogram of oriented gradients (HOG) for face detection.” IOP conference series: materials science and engineering. Vol. 732. No. 1. IOP Publishing, 2020.
  • Ahmed, Asraa, et al. “A digital signature system based on real time face recognition.” 2019 IEEE 9th International Conference on System Engineering and Technology (ICSET). IEEE, 2019.
  • Cao, Xianbin, et al. “Linear SVM classification using boosting HOG features for vehicle detection in low-altitude airborne videos.” 2011 18th IEEE International Conference on Image Processing. IEEE, 2011.

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