Smart Home Security Surveillance : An Application of Face Recognition

Authors(2) :-Anne Sarah Grace. F, Dr. Umadevi. N

By emerging the IoT technology, challenging and positioning products it will be much close to instigating smart surroundings by 2020. In the near upcoming, storing and announcement services will be highly universal and disseminated: people, machines, smart substances, neighboring space and stages linked with wireless/wired sensors, M2M devices, RFID tags will generate a highly regionalized resources interrelated by a active network of networks. In this research paper we have utilized face recognition system as an application of smart home security surveillance system with make use of opencv library and python scripting languages.

Authors and Affiliations

Anne Sarah Grace. F
M. Phil Research Scholar, Department of Computer Science, SJSV CAS, Coimbatore, Tamil Nadu, India
Dr. Umadevi. N
HoD, Department of Computer Science and Information Technology, SJSV CAS, Coimbatore, Tamil Nadu, India

Smart Home Security, Opencv, Haar Feature, Cascade Classifier

  1. Abhishree, T. M., Latha, J., Manikantan, K., & Ramachandran, S. (2015). Face recognition using Gabor filter based feature extraction with Anisotropic Diffusion as a Pre-processing Technique. Procedia Computer Science, 45, 312-321.
  2. Bolotnikova, A., Demirel, H., & Anbarjafari, G. (2017). Real-time ensemble based face recognition system for NAO humanoids using local binary pattern. Analog Integrated Circuits and Signal Processing, 92(3), 467-475.
  3. Bowyer, Kevin W., Kyong Chang, and Patrick Flynn. "A survey of approaches and challenges in 3D and multimodal 3D+ 2D face recognition." Computer Vision and Image Understanding 101.1 (2006): 1-15.
  4. Cao, Z., Yin, Q., Tang, X., & Sun, J. (2010, June). Face recognition with learning-based descriptor. In Computer Vision and Pattern Recognition (CVPR), 2010 IEEE Conference on(pp. 2707-2714). IEEE.
  5. Chen, Y. P., Chen, Q. H., Chou, K. Y., & Wu, R. H. (2016, November). Low-cost face recognition system based on extended local binary pattern. In Automatic Control Conference (CACS), 2016 International (pp. 13-18). IEEE.
  6. Dhavalikar, A.S. and Kulkarni, R.K., 2014, February. Face detection and facial expression recognition system. In Electronics and Communication Systems (ICECS), 2014 International Conference on (pp. 1-7). IEEE.
  7. E. Sariyanidi, V. Dağlı, S. C. Tek, B. Tunç and M. Gökmen, "Real time face detection and recognition," 2012 20th Signal Processing and Communications Applications Conference (SIU), Mugla, 2012, pp. 1-2.
  8. Ebied, H. M. (2012, May). Feature extraction using PCA and Kernel-PCA for face recognition. In Informatics and Systems (INFOS), 2012 8th International Conference on (pp. MM-72). IEEE.

Publication Details

Published in : Volume 2 | Issue 5 | September-October 2019
Date of Publication : 2019-12-30
License:  This work is licensed under a Creative Commons Attribution 4.0 International License.
Page(s) : 27-30
Manuscript Number : GISRRJ19256
Publisher : Technoscience Academy

ISSN : 2582-0095

Cite This Article :

Anne Sarah Grace. F, Dr. Umadevi. N, "Smart Home Security Surveillance : An Application of Face Recognition", Gyanshauryam, International Scientific Refereed Research Journal (GISRRJ), ISSN : 2582-0095, Volume 2, Issue 5, pp.27-30, September-October.2019
URL : https://gisrrj.com/GISRRJ19256

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