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Title: :  Improved LBP algorithm using image processing and Viola-Jones
PaperId: :  17986
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 8 Issue 4 2022
DUI:    16.0415/IJARIIE-17986
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Yash kulkarniVeermata Jijabai technological institute
Dr. Surekha Kohle.Veermata Jijabai technological institute

Abstract

Computer science
Local binary patterns
Face Recognition is a computer application that is capable of detecting, tracking, identifying or verifying human faces from an image or video captured using a digital camera. Although lot of progress has been made in domain of face detection and recognition for security, identification and attendance purpose, but still there are issues hindering the progress to reach or surpass human level accuracy. These issues are variations in human facial appearance such as; difference in illumination, lighting condition, noisy facial images, scale, pose etc. In this paper we introduce some advanced image processing techniques like contrast adjustment, image filtering, histogram equalization etc. In addition to these some image blending functions can also be used to create a more robust model for recognition. Apart from that, the rest of the implementation of the LBP process remains the same. At the end, we also give a suggested improvement based on median filtering, which uses the median metric instead of the normal LBP operator to improve the rate of recognition of the algorithm.

Citations

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IJARIIE Yash kulkarni, and Dr. Surekha Kohle.. "Improved LBP algorithm using image processing and Viola-Jones" International Journal Of Advance Research And Innovative Ideas In Education Volume 8 Issue 4 2022 Page 1902-1911
MLA Yash kulkarni, and Dr. Surekha Kohle.. "Improved LBP algorithm using image processing and Viola-Jones." International Journal Of Advance Research And Innovative Ideas In Education 8.4(2022) : 1902-1911.
APA Yash kulkarni, & Dr. Surekha Kohle.. (2022). Improved LBP algorithm using image processing and Viola-Jones. International Journal Of Advance Research And Innovative Ideas In Education, 8(4), 1902-1911.
Chicago Yash kulkarni, and Dr. Surekha Kohle.. "Improved LBP algorithm using image processing and Viola-Jones." International Journal Of Advance Research And Innovative Ideas In Education 8, no. 4 (2022) : 1902-1911.
Oxford Yash kulkarni, and Dr. Surekha Kohle.. 'Improved LBP algorithm using image processing and Viola-Jones', International Journal Of Advance Research And Innovative Ideas In Education, vol. 8, no. 4, 2022, p. 1902-1911. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Improved_LBP_algorithm__using_image_processing_and_Viola_Jones_ijariie17986.pdf (Accessed : ).
Harvard Yash kulkarni, and Dr. Surekha Kohle.. (2022) 'Improved LBP algorithm using image processing and Viola-Jones', International Journal Of Advance Research And Innovative Ideas In Education, 8(4), pp. 1902-1911IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Improved_LBP_algorithm__using_image_processing_and_Viola_Jones_ijariie17986.pdf (Accessed : )
IEEE Yash kulkarni, and Dr. Surekha Kohle., "Improved LBP algorithm using image processing and Viola-Jones," International Journal Of Advance Research And Innovative Ideas In Education, vol. 8, no. 4, pp. 1902-1911, Jul-Aug 2022. [Online]. Available: https://ijariie.com/AdminUploadPdf/Improved_LBP_algorithm__using_image_processing_and_Viola_Jones_ijariie17986.pdf [Accessed : ].
Turabian Yash kulkarni, and Dr. Surekha Kohle.. "Improved LBP algorithm using image processing and Viola-Jones." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 8 number 4 ().
Vancouver Yash kulkarni, and Dr. Surekha Kohle.. Improved LBP algorithm using image processing and Viola-Jones. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2022 [Cited : ]; 8(4) : 1902-1911. Available from: https://ijariie.com/AdminUploadPdf/Improved_LBP_algorithm__using_image_processing_and_Viola_Jones_ijariie17986.pdf
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