Open Access Journal

ISSN : 2394-2320 (Online)

International Journal of Engineering Research in Computer Science and Engineering (IJERCSE)

Monthly Journal for Computer Science and Engineering

Open Access Journal

International Journal of Engineering Research in Computer Science and Engineering (IJERCSE)

Monthly Journal for Computer Science and Engineering

ISSN : 2394-2320 (Online)

An Overview of Face Recognition Systems

Author : Pallavi Murghai Goel 1 Pratima Walde 2

Date of Publication :13th January 2018

Abstract: PCs of things to come will get involved with us increasingly like people. A key component of that collaboration will be their capacity to perceive our countenances and indeed, even comprehend our demeanors.In the course of the most recent few years, face acknowledgment scientists have been growing new systems. These advancements are being filled by progresses in PC vision procedures, sensor structures, PC plans and the enthusiasm for handling the face acknowledgment frameworks. Such advances hold the guarantee of lessening the mistake rate in face acknowledgment frameworks by a request for extent over Face Recognition Vendor Test (FRVT) 2002 outcomes. The Face Recognition Grand Challenge (FRGC) is intended to accomplish this exhibition objective by showing to analysts a six-try challenge issue alongside information corpus of 50,000 pictures. The information comprises of 3D outputs and high goals still symbolism taken under controlled and uncontrolled conditions. This paper portrays the test issue, information corpus, and presents standard execution and fundamental outcomes on normal measurements of facial imaging.

Reference :

    1. Handbook of Ambient Intelligence and Smart Environments. 2010.
    2. P. Jonathon Phillips, H. Moon, S. A. Rizvi, and P. J. Rauss, “The FERET evaluation methodology for face-recognition algorithms,” IEEE Trans. Pattern Anal. Mach. Intell., 2000.
    3. L. Wiskott, R. WÃ ¼rtz, and G. Westphal, “Elastic Bunch Graph Matching,” Scholarpedia, 2014.
    4. T. Huang, Z. Xiong, and Z. Zhang, “Face Recognition Applications,” in Handbook of Face Recognition, 2011.
    5. M. Slavkovic and D. Jevtic, “Face recognition using eigenface approach,” Serbian J. Electr. Eng., 2012.
    6. T. R. Almaev and M. F. Valstar, “Local gabor binary patterns from three orthogonal planes for automatic facial expression recognition,” in Proceedings - 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction, ACII 2013, 2013.
    7. C. Sagonas, G. Tzimiropoulos, S. Zafeiriou, and M. Pantic, “A semi-automatic methodology for facial landmark annotation,” in IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2013.
    8. W. Zhao, R. Chellappa, P. J. Phillips, and A. Rosenfeld, “Face recognition: A literature survey,” ACM Computing Surveys. 2003.
    9. X. Zhu, Z. Lei, X. Liu, H. Shi, and S. Z. Li, “Face alignment across large poses: A 3D solution,” in Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2016. 
    10. A. F. Abate, M. Nappi, D. Riccio, and G. Sabatino, “2D and 3D face recognition: A survey,” Pattern Recognit. Lett., 2007.
    11. Dr. Priya Gupta, Aditi Kamra, Richa Thakral, Mayank Aggarwal, Sohail Bhatti, Dr. Vishal Jain, “A Proposed Framework to Analyze Abusive Tweets on the Social Networks”, International Journal of Modern Education and Computer Science, having ISSN No. 2075- 017X, Vol. 10, No. 1, January, 2018 .
    12. Khaleel Ahmad, Monika Sahu, Madhup Shrivastava, Murtaza Abbas Rizvi and Vishal Jain, “An Efficient Image Retrieval Tool: Query Based Image Management System”, International Journal of Information Technology (BJIT), available online at 26th May, 2018, having ISSN No. 2511-2104.
    13. Manjot Kaur, Tanya Garg, Ritika Wason and Vishal Jain, “Novel Framework for handwritten Digit Recognition Through Neural Networks”, 3C Technology, Glosses of innovation applied to the SME, ISSN: 2254-4143, Vol. 29, Issue 2, page no. 448 – 467.
    14. S.Balamurugan ,R.Madhukanth , V.M.Prabhakaran and Dr.R.GokulKruba Shanker, “Internet of Health: Applying IoT and Big Data to Manage Healthcare Systems,” International Research Journal of Engineering and Technology (IRJET), Volume 3 issue 10, pp.732-735,e-ISSN: 2395 -0056, p-ISSN: 2395- 0072, 2016
    15. V.M. Prabhakaran and Dr.GokulKruba Shanker S.Balamurugan ,R.P.shermy, “Internet of Ambience: An IoT Based Context Aware Monitoring Strategy for Ambient Assisted Living,” International Research Journal Of Engineering and Technology(2016)
    16. S.Balamurugan, L.Jeevitha, A.Anupriya and Dr.R.GokulKruba Shanker, “Fog Computing: Synergizing Cloud, Big Data and IoTStrengths, Weaknesses, Opportunities and Threats (SWOT) Analysis”, International Research Journal of Engineering and Technology (IRJET), Volume 3 issue 10, eISSN: 2395 -0056, p-ISSN: 2395-0072, 2016

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