Block-wise compression of the quantum gray-scale image using lossy preparation approach

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Abstract

Quantum computing draws huge attention due to the multidimensional information processing capability of the processor at the same time. The main idea of quantum imaging is to represent pixel intensities and their state using standard quantum circuits. For a medium or larger size image, the state label circuit takes more qubits as well as requires a huge connection leading to circuit complexity. In this work, a block-wise lossy SCMNEQR (state connection modification novel enhanced quantum representation) approach has been proposed to address more qubit connection issues. The average computation time decreased by 99.66% and 7.39% compared to the JPEG and DCT-EFRQI approaches respectively. The experimental results show that it outperforms the DCT-EFRQI (discrete cosine transform- efficient flexible representation of the quantum image) approach in terms of both representation and compression due to the use of block-wise division of transfer coefficient and state label alongside a novel reset gate.

Original languageEnglish
Title of host publication2024 IEEE International Conference on Multimedia and Expo, ICME 2024
PublisherIEEE Computer Society Press
Number of pages6
ISBN (Electronic)9798350390155
ISBN (Print)9798350390162
DOIs
Publication statusPublished - 2024
Event2024 IEEE International Conference on Multimedia and Expo, ICME 2024 - Niagara Falls Marriott on the Falls, Niagra Falls, Canada
Duration: 15 Jul 202419 Jul 2024
https://2024.ieeeicme.org/ (Conference website)
https://2024.ieeeicme.org/program/ (Program)
https://ieeexplore-ieee-org.ezproxy.csu.edu.au/stamp/stamp.jsp?tp=&arnumber=10688105 (Welcome message)
https://ieeexplore-ieee-org.ezproxy.csu.edu.au/xpl/conhome/10685847/proceeding (Proceedings)

Publication series

NameProceedings - IEEE International Conference on Multimedia and Expo
ISSN (Print)1945-7871
ISSN (Electronic)1945-788X

Conference

Conference2024 IEEE International Conference on Multimedia and Expo, ICME 2024
Country/TerritoryCanada
CityNiagra Falls
Period15/07/2419/07/24
OtherThe IEEE International Conference on Multimedia & Expo (ICME) has been the flagship multimedia conference for the past two decades. Through the IEEE societies, the Conference serves as a forum to promote the latest advances in multimedia technologies, systems, and applications from both a research and development perspective.

ICME attracts well over 1000 submissions and 500 participants each year, serving as the prime forum for the dissemination of knowledge in the multimedia field. ICME 2024 will showcase high quality oral and poster presentations, as well as feature Workshops sponsored by IEEE societies. Researchers, developers and practitioners are welcomed to organise such Workshops on any new or emerging topic of Multimedia technology. An exposition of multimedia products, animations and industries will be held in conjunction with the conference. Moreover, proposals for Panels, Tutorials, Special Sessions, Industry Technology Workshops and Grand Challenges are also invited. In ICME 2024, exceptional papers and contributors will be also selected and recognised with prestigious awards.
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