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Title: :  Face Recognition with Partial Face Recognition and Convolutional Neural Network
PaperId: :  10886
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 5 Issue 5 2019
DUI:    16.0415/IJARIIE-10886
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Mr. SAGAR WANISSGB College of Engineering & Technology, Bhusawal, Maharashtra, India
Dr.G.A.KulkarniSSGB College of Engineering & Technology, Bhusawal, Maharashtra, India

Abstract

COMMUNICATION ENGINEERING
Face Recognition, LDA, CNN, Deep Learning, Feature Extraction, Face Images
Face is the major part of the human which provides the identification 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.

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IJARIIE Mr. SAGAR WANI, and Dr.G.A.Kulkarni. "Face Recognition with Partial Face Recognition and Convolutional Neural Network" International Journal Of Advance Research And Innovative Ideas In Education Volume 5 Issue 5 2019 Page 468-474
MLA Mr. SAGAR WANI, and Dr.G.A.Kulkarni. "Face Recognition with Partial Face Recognition and Convolutional Neural Network." International Journal Of Advance Research And Innovative Ideas In Education 5.5(2019) : 468-474.
APA Mr. SAGAR WANI, & Dr.G.A.Kulkarni. (2019). Face Recognition with Partial Face Recognition and Convolutional Neural Network. International Journal Of Advance Research And Innovative Ideas In Education, 5(5), 468-474.
Chicago Mr. SAGAR WANI, and Dr.G.A.Kulkarni. "Face Recognition with Partial Face Recognition and Convolutional Neural Network." International Journal Of Advance Research And Innovative Ideas In Education 5, no. 5 (2019) : 468-474.
Oxford Mr. SAGAR WANI, and Dr.G.A.Kulkarni. 'Face Recognition with Partial Face Recognition and Convolutional Neural Network', International Journal Of Advance Research And Innovative Ideas In Education, vol. 5, no. 5, 2019, p. 468-474. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/Face_Recognition_with_Partial_Face_Recognition_and_Convolutional_Neural_Network_ijariie10886.pdf (Accessed : ).
Harvard Mr. SAGAR WANI, and Dr.G.A.Kulkarni. (2019) 'Face Recognition with Partial Face Recognition and Convolutional Neural Network', International Journal Of Advance Research And Innovative Ideas In Education, 5(5), pp. 468-474IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/Face_Recognition_with_Partial_Face_Recognition_and_Convolutional_Neural_Network_ijariie10886.pdf (Accessed : )
IEEE Mr. SAGAR WANI, and Dr.G.A.Kulkarni, "Face Recognition with Partial Face Recognition and Convolutional Neural Network," International Journal Of Advance Research And Innovative Ideas In Education, vol. 5, no. 5, pp. 468-474, Sep-Oct 2019. [Online]. Available: http://ijariie.com/AdminUploadPdf/Face_Recognition_with_Partial_Face_Recognition_and_Convolutional_Neural_Network_ijariie10886.pdf [Accessed : ].
Turabian Mr. SAGAR WANI, and Dr.G.A.Kulkarni. "Face Recognition with Partial Face Recognition and Convolutional Neural Network." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 5 number 5 ().
Vancouver Mr. SAGAR WANI, and Dr.G.A.Kulkarni. Face Recognition with Partial Face Recognition and Convolutional Neural Network. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2019 [Cited : ]; 5(5) : 468-474. Available from: http://ijariie.com/AdminUploadPdf/Face_Recognition_with_Partial_Face_Recognition_and_Convolutional_Neural_Network_ijariie10886.pdf
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