NDLI: Integrating SVM classification with SVD watermarking for intelligent video authentication

Content Provider	Springer Nature Link
Author	Singh, Richa Vatsa, Mayank Singh, Sanjay K. Upadhyay, Saurabh
Copyright Year	2008
Abstract	In law enforcement applications such as surveillance and forensics, video is often presented as evidence. It is therefore of paramount importance to establish the authenticity and reliability of the video data. This paper presents an intelligent video authentication algorithm which integrates learning based Support Vector Machine classification with Singular Value Decomposition watermarking. During video capture and storage, intrinsic local correlation information is extracted from the frames and embedded in the frames at local levels. Tamper detection and classification is performed using the inherent video information and embedded correlation information. The proposed algorithm is independent of the choice of watermark and does not require any key to store. Further, it is robust to global tampering such as frame addition and removal, local attacks such as object alteration and can differentiate between acceptable operations and malicious tampering. Experiments are performed on an extensive database which contains non-tampered videos and videos with several types of tampering. The results show that the proposed algorithm outperforms existing video authentication algorithms.
Starting Page	5
Ending Page	15
Page Count	11
File Format	PDF
ISSN	10184864
Journal	Telecommunication Systems
Volume Number	40
Issue Number	1-2
e-ISSN	15729451
Language	English
Publisher	Springer US
Publisher Date	2008-10-11
Publisher Place	Boston
Access Restriction	One Nation One Subscription (ONOS)
Subject Keyword	Video authentication Relative correlation Singular value decomposition Support vector machine Watermarking Probability Theory and Stochastic Processes Artificial Intelligence (incl. Robotics) Computer Communication Networks Business Information Systems
Content Type	Text
Resource Type	Article
Subject	Electrical and Electronic Engineering

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

A transcoding-resistant video watermarking algorithm based on corners and singular value decomposition

A robust intelligent audio watermarking scheme using support vector machine

Research of traffic flow multi-objectives intelligent control method for junction network

Fragile Watermarking for Image Authentication Using the Characteristic of SVD

Cryptanalysis on majority-voting based self-recovery watermarking scheme

SVD based fragile watermarking scheme for tamper localization and self-recovery

Image adaptive watermarking using wavelet domain singular value decomposition

Neural networks for full-scale protein sequence classification: Sequence encoding with singular value decomposition

Neural Networks for Full-Scale Protein Sequence Classification: Sequence Encoding with Singular Value Decomposition

Integrating SVM classification with SVD watermarking for intelligent video authentication

Similar Documents

A transcoding-resistant video watermarking algorithm based on corners and singular value decomposition

A robust intelligent audio watermarking scheme using support vector machine

Research of traffic flow multi-objectives intelligent control method for junction network

Fragile Watermarking for Image Authentication Using the Characteristic of SVD

Cryptanalysis on majority-voting based self-recovery watermarking scheme

SVD based fragile watermarking scheme for tamper localization and self-recovery

Image adaptive watermarking using wavelet domain singular value decomposition

Neural networks for full-scale protein sequence classification: Sequence encoding with singular value decomposition

Neural Networks for Full-Scale Protein Sequence Classification: Sequence Encoding with Singular Value Decomposition

Integrating SVM classification with SVD watermarking for intelligent video authentication