A Reversible Multimedia Representation Method and Its Applications in Multimedia Processing

The single type of multimedia data such as text, image, video, audio, etc., has been studied extensively in the past decades. With the advances in multimedia applications and services, the exponential growth of multimedia data has emerged. How to effectively represent them and capture the relationsh...

Full description

Saved in:
Bibliographic Details
Published in:IEEE access 2023-01, Vol.11, p.1-1
Main Authors: He, Xiu, Chen, Yuyun, Fan, Yong, Kong, Xiaoxi, Cai, Zhanchuan
Format: Article
Language:English
Subjects:
Arithmetic
Audio data
complex base
Cryptography
Data models
Information security
Media
Multimedia
multimedia camouflage
Multimedia representation
multimedia secret sharing
Multimedia systems
multimodal
Representations
Streaming media
Citations: Items that this one cites
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
Description
Summary:The single type of multimedia data such as text, image, video, audio, etc., has been studied extensively in the past decades. With the advances in multimedia applications and services, the exponential growth of multimedia data has emerged. How to effectively represent them and capture the relationships among multimedia data are of crucial importance in the study of multimedia applications. In this paper, we propose a novel reversible multimedia representation method based on complex base. In the proposed multimedia representation method, we first process different modalities data such as text, image, and audio separately and convert them into different Gaussian integers so that they are on the same representation plane, resulting in a joint multimedia representation model. Therefore, the relationships of multimedia data are established by using the geometric operations on the same representation plane. Experimental results show that the proposed multimedia representation method is lossless and reversible. In addition, we explore the potential applications of the proposed representation method in multimedia processing, multimedia camouflage and multimedia secret sharing schemes verify that the proposed representation method has good practical applicability in multimedia security.
ISSN:2169-3536
2169-3536
DOI:10.1109/ACCESS.2023.3288020