Face Identification And Bluring the Face Using Deep Learning Based Approaches In Videos
Abstract & Details
Research Area
Computer Science and Engineering
Keywords
Facial recognition
Privacy preservation
Gaussian blur
Real-time video processing
Ethical innovation
Privacy-enhancing technologies
Abstract
User experiences, our system serves as a beacon of ethical innovation, bridging the gap between technological advancement and societal values. In an era where privacy concerns and ethical considerations dominate technological advancements, our study presents a pioneering solution at the intersection of facial recognition and privacy preservation in video streams. By amalgamating sophisticated facial recognition algorithms from the face recognition library with Gaussian blur techniques, our system redefines the landscape of real-time face recognition. Key to our approach is the judicious application of blur effects, selectively safeguarding the identities of individuals while maintaining the integrity of facial recognition processes. Through meticulous encoding and storage of known faces, our system seamlessly identifies familiar individuals within video data. Leveraging facial recognition capabilities, it swiftly discerns between known and unknown faces, ensuring that only unidentified individuals are subject to the privacy-enhancing blur treatment. This nuanced approach not only upholds the accuracy and reliability of face recognition but also prioritizes the protection of individual privacy rights.
License
This work is licensed under a Creative
Commons
Attribution-ShareAlike 4.0 International License.
Author Information
| # | Name | Institute / Affiliation |
|---|---|---|
| 1 | Dr. Gurudev B. Sawarkar | Wainganga College of Engineering and Management, Nagpur |
| 2 | Ms. Chandan D. Sawarkar | Wainganga College of Engineering and Management, Nagpur |
| 3 | Ms. Rupali Dasarwar | Wainganga College of Engineering and Management, Nagpur |
| 4 | Ms. Minakshi Dobale | Wainganga College of Engineering and Management, Nagpur |
How to Cite
Use the following formats to cite this article in your research.
APA Style
Sawarkar, Dr. Gurudev B., Sawarkar, Ms. Chandan D., Dasarwar, Ms. Rupali, & Dobale, Ms. Minakshi (2024). Face Identification And Bluring the Face Using Deep Learning Based Approaches In Videos. International Journal of Advance Research and Innovative Ideas In Education, 10(3), 936-941.
MLA Style
Sawarkar, Dr. Gurudev B., et al. "Face Identification And Bluring the Face Using Deep Learning Based Approaches In Videos." International Journal of Advance Research and Innovative Ideas In Education, vol. 10, no. 3, 2024, pp. 936-941.
IEEE Style
Dr. Gurudev B. Sawarkar, Ms. Chandan D. Sawarkar, Ms. Rupali Dasarwar, and Ms. Minakshi Dobale, "Face Identification And Bluring the Face Using Deep Learning Based Approaches In Videos," International Journal of Advance Research and Innovative Ideas In Education, vol. 10, no. 3, pp. 936-941, 2024.
Vancouver Style
Sawarkar Dr. Gurudev B., Sawarkar Ms. Chandan D., Dasarwar Ms. Rupali, Dobale Ms. Minakshi. Face Identification And Bluring the Face Using Deep Learning Based Approaches In Videos. International Journal of Advance Research and Innovative Ideas In Education. 2024;10(3):936-941.
Harvard Style
Sawarkar, Dr. Gurudev B., Sawarkar, Ms. Chandan D., Dasarwar, Ms. Rupali, & Dobale, Ms. Minakshi (2024) 'Face Identification And Bluring the Face Using Deep Learning Based Approaches In Videos', International Journal of Advance Research and Innovative Ideas In Education, 10(3), pp. 936-941.
Chicago Style
Sawarkar, Dr. Gurudev B., et al. "Face Identification And Bluring the Face Using Deep Learning Based Approaches In Videos." International Journal of Advance Research and Innovative Ideas In Education 10, no. 3 (2024): 936-941.
Turabian Style
Sawarkar, Dr. Gurudev B., et al. "Face Identification And Bluring the Face Using Deep Learning Based Approaches In Videos." International Journal of Advance Research and Innovative Ideas In Education 10, no. 3 (2024): 936-941.
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