ISSN2320-2882
Impact Factor9.17
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ESTD2013
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Paper Title

Face Recognition Using Python

Authors

Abhinay Dwarkanath Pawar , Pranay Ramesh Bhoir , Mansi Rajendra Jadhav , Pooja Sunil Gore , Omkar Ghatage

Keywords

Face Recognition, OpenCV, Python, LBPH, PCA, Attendance System, Computer Vision

Abstract

Face recognition is one of the most widely used biometric technologies for identification and authentication. Human faces are complex and dynamic, requiring efficient recognition techniques. This paper presents a face recognition-based system using Python and OpenCV for real-time detection and identification. The system utilizes algorithms such as Local Binary Pattern Histogram (LBPH) and Principal Component Analysis (PCA) for feature extraction and recognition. It can be applied in areas such as attendance management, security, and access control. The proposed system improves accuracy, reduces manual effort, and provides a reliable and efficient solution. However, challenges such as lighting conditions and facial variations still affect performance, which can be improved using advanced techniques.

How To Cite

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IJCRT — journal style
"Face Recognition Using Python", IJCRT - International Journal of Creative Research Thoughts (www.ijcrt.org), ISSN:2320-2882, Vol.14, Issue 4, page no.h823-h829, April 2026, Available :https://ijcrt.org/papers/IJCRT2604910.pdf
APA — 7th edition
Pawar, A. D., Bhoir, P. R., Jadhav, M. R., Gore, P. S., & Ghatage, O. (2026). Face Recognition Using Python. International Journal of Creative Research Thoughts, 14(4), h823-h829. https://ijcrt.org/viewpaperforall.php?paper=IJCRT2604910
MLA — 9th edition
Pawar, Abhinay Dwarkanath, et al. "Face Recognition Using Python." International Journal of Creative Research Thoughts, vol. 14, no. 4, 2026, pp. h823-h829, https://ijcrt.org/viewpaperforall.php?paper=IJCRT2604910.
Chicago — 17th, bibliography
Pawar, Abhinay Dwarkanath, et al. "Face Recognition Using Python." International Journal of Creative Research Thoughts 14, no. 4 (2026): h823-h829. https://ijcrt.org/viewpaperforall.php?paper=IJCRT2604910.
Harvard — author–date
Pawar, A.D. et al. (2026) 'Face Recognition Using Python', International Journal of Creative Research Thoughts, 14(4), pp. h823-h829. Available at: https://ijcrt.org/viewpaperforall.php?paper=IJCRT2604910
IEEE — numbered reference
A. D. Pawar, P. R. Bhoir, M. R. Jadhav, P. S. Gore and O. Ghatage, "Face Recognition Using Python," IJCRT, vol. 14, no. 4, pp. h823-h829, Apr. 2026.
Vancouver — biomedical
Pawar AD, Bhoir PR, Jadhav MR, Gore PS, Ghatage O. Face Recognition Using Python. IJCRT. 2026 Apr;14(4):h823-h829.
AMA — 11th edition
Pawar AD, Bhoir PR, Jadhav MR, Gore PS, Ghatage O. Face Recognition Using Python. IJCRT. 2026;14(4):h823-h829. Accessed at https://ijcrt.org/viewpaperforall.php?paper=IJCRT2604910
BibTeX — Zotero, Mendeley, LaTeX
@article{IJCRT2604910, author = {Abhinay Dwarkanath Pawar and Pranay Ramesh Bhoir and Mansi Rajendra Jadhav and Pooja Sunil Gore and Omkar Ghatage}, title = {Face Recognition Using Python}, journal = {International Journal of Creative Research Thoughts}, volume = {14}, number = {4}, pages = {h823-h829}, year = {2026}, month = {April}, issn = {2320-2882}, url = {https://ijcrt.org/viewpaperforall.php?paper=IJCRT2604910} }
RIS — EndNote, RefWorks
TY - JOUR AU - Pawar, Abhinay Dwarkanath AU - Bhoir, Pranay Ramesh AU - Jadhav, Mansi Rajendra AU - Gore, Pooja Sunil AU - Ghatage, Omkar TI - Face Recognition Using Python T2 - International Journal of Creative Research Thoughts JA - IJCRT VL - 14 IS - 4 PY - 2026 SN - 2320-2882 UR - https://ijcrt.org/viewpaperforall.php?paper=IJCRT2604910 SP - h823-h829 ER -

Issue

Volume 14 Issue 4, April-2026
Pages : h823-h829

Article Information

Pages
h823-h829
Published
April 2026
Registration ID
IJCRT_306456
Published Paper ID
IJCRT2604910
Research Area
Science and Technology
Author Type
Indian Author
Location
THANE, Maharashtra, India
Licence
CC BY 4.0 · Open Access
ISSN & Impact Factor
2320-2882 · IF 9.17
Downloads
129

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About Publisher

International Journal of Creative Research Thoughts Published by IJCRT Publication
2320-2882 ISSN
9.17 Impact Factor
2013 ESTD Year
Open Access
Impact Factor 9.17, calculated from Google Scholar citation data — see how it is worked out.
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Licence

© 2026 — Authors hold the copyright of this article. This work is licensed under a Creative Commons Attribution 4.0 International License and The Open Definition. This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (CC BY 4.0), which permits unrestricted use, distribution and reproduction in any medium, provided the original author and source are credited.
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Declarations

Funding

No external funding was received for this study.

Conflict of Interest

The authors declare that they have no conflict of interest.

Acknowledgements

The authors would like to thank the reviewers and the editorial board of International Journal of Creative Research Thoughts for their careful reading and constructive comments, and all colleagues who supported the preparation of this manuscript.

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