ItemBook Chapter

SECURE VIDEO SURVEILLANCE SYSTEMS FOR PERSON REIDENTIFICATION USING ELLIPTIC CURVE CRYPTOGRAPHY

Title
SECURE VIDEO SURVEILLANCE SYSTEMS FOR PERSON REIDENTIFICATION USING ELLIPTIC CURVE CRYPTOGRAPHY
Creator
Sathish, P.K.; Krishna, A.V.N.
Description
This chapter explores the challenges associated with person reidentification in nonoverlapping multi-camera surveillance setups, considering the wide spread use of video surveillance in public spaces. Automated techniques are crucial to handle the large amounts of data from video surveillance. The topic focuses on person detection and reidentification, addressing challenges like changes in size, pose, and background. Various methods for person reidentification are explored, emphasizing the importance of soft biometric details for accurate identification. Elliptic curve cryptography (ECC) is considered as a secure method for ensuring privacy and data integrity in surveillance systems. ECC's efficiency is highlighted in comparison to RSA, showcasing its ability to provide equivalent security with shorter key lengths, reducing computational requirements. The study employs adaptive background detection, Kalman filtering for multiple object tracking, and a CNN-based deep learning model for pedes trian image classification. Encryption using ECC secures the transmitted data, and at the receiver end, the images undergo decryption, classification, and feature extraction for person reidentification. 2026 by Apple Academic Press, Inc.
Source
Attacks on Artificial Intelligence: The New Facets of Cyber Ecospace;pp.105-120
Date
01-01-2025
Publisher
Apple Academic Press
Coverage
Sathish P.K., Department of Computer Science Engineering, CHRIST University, Bangalore, India; Krishna A.V.N., Department of Computer Science Engineering, CHRIST University, Bangalore, India
Rights
Restricted Access; Hardcopy may be available in the library
Relation
ISBN: 978-104009235-4; 978-177491622-3;
Format
online
Language
English
Type
Book chapter

Citation

Sathish, P.K.; Krishna, A.V.N., “SECURE VIDEO SURVEILLANCE SYSTEMS FOR PERSON REIDENTIFICATION USING ELLIPTIC CURVE CRYPTOGRAPHY,” CHRIST (Deemed To Be University) Institutional Repository, accessed June 18, 2026, https://archives.christuniversity.in/items/show/25292.

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