“Review of  Different approaches for Face Recognition with Partial Face Recognition and Convolutional Neural Network”

SAGAR N. WANI; DR. GIRISH A. KULKARNI

“Review of Different approaches for Face Recognition with Partial Face Recognition and Convolutional Neural Network”

May 2019

Vol-5, Issue-3

Paper ID: 10227

ISSN: 2395-4396

Downloads: 0

Abstract & Details

Research Area

Communication Engineering

Keywords

Face Recognition LDA CNN Deep Learning Feature Extraction Face Images

Abstract

Face is the major part of the human which provides the identi_cation of the person. With the help of characteristics of the face, the face recognition system can be implemented. In traditional attendance system, the teachers call student and mark according to present and absent. These traditional techniques are time-consuming. In this paper, the smart machine learning based face recognition approach has been proposed. The database is created by capturing the faces of the authorized students. The face is detected using deep learning based approach. The cropped images then stored as a database with respective labels. The features are extracted using PCA algorithm and classi_ed using SVM and KNN. The proposed approach achieves the recognition rate of 98% for SVM and 92% for KNN algorithm. The proposed system is implemented in real time using Raspberry pi 3 board.

License

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Author Information

#	Name	Institute / Affiliation
1	SAGAR N. WANI	SSGB COLLEGE OF ENGINEERING AND TECHNOLOGY ,BHUSAWAL
2	DR. GIRISH A. KULKARNI	SSGB COLLEGE OF ENGINEERING AND TECHNOLOGY ,BHUSAWAL

How to Cite

Use the following formats to cite this article in your research.

APA Style

WANI, SAGAR N. & KULKARNI, DR. GIRISH A. (2019). “Review of Different approaches for Face Recognition with Partial Face Recognition and Convolutional Neural Network”. International Journal of Advance Research and Innovative Ideas In Education, 5(3), 158-162.

MLA Style

WANI, SAGAR N., and DR. GIRISH A. KULKARNI. "“Review of Different approaches for Face Recognition with Partial Face Recognition and Convolutional Neural Network”." International Journal of Advance Research and Innovative Ideas In Education, vol. 5, no. 3, 2019, pp. 158-162.

IEEE Style

SAGAR N. WANI and DR. GIRISH A. KULKARNI, "“Review of Different approaches for Face Recognition with Partial Face Recognition and Convolutional Neural Network”," International Journal of Advance Research and Innovative Ideas In Education, vol. 5, no. 3, pp. 158-162, 2019.

Vancouver Style

WANI SAGAR N., KULKARNI DR. GIRISH A.. “Review of Different approaches for Face Recognition with Partial Face Recognition and Convolutional Neural Network”. International Journal of Advance Research and Innovative Ideas In Education. 2019;5(3):158-162.

Harvard Style

WANI, SAGAR N. & KULKARNI, DR. GIRISH A. (2019) '“Review of Different approaches for Face Recognition with Partial Face Recognition and Convolutional Neural Network”', International Journal of Advance Research and Innovative Ideas In Education, 5(3), pp. 158-162.

Chicago Style

WANI, SAGAR N. and DR. GIRISH A. KULKARNI. "“Review of Different approaches for Face Recognition with Partial Face Recognition and Convolutional Neural Network”." International Journal of Advance Research and Innovative Ideas In Education 5, no. 3 (2019): 158-162.

Turabian Style

WANI, SAGAR N. and DR. GIRISH A. KULKARNI. "“Review of Different approaches for Face Recognition with Partial Face Recognition and Convolutional Neural Network”." International Journal of Advance Research and Innovative Ideas In Education 5, no. 3 (2019): 158-162.