Temporally Synchronized Reversible Data Hiding of EEG to MREG

Angelos Fylakis, Anja Keskinarkaus, Vesa Kiviniemi, Tapio Seppänen

Abstract

Simultaneous MREG and EEG recordings are vastly used in neurobiology, but so far they are stored and handled as separate files. This paper proposes a method to combine those two entities with the objective of establishing data management efficiency, while secondary objectives are confidentiality, availability and reliability in data. To be more specific, it is a reversible data hiding method for hiding EEG in MREG with the ability of fully recovering MREG and the embedded EEG signal. It is based on histogram shifting, exploiting data quantization and Region of Interest segmentation. The embedding procedure maintains temporal synchronization between EEG and 32-bit MREG making it a novel data hiding application. It is demonstrated through experiments that MREG maintains high perceptual fidelity and also verified that after EEG extraction and acquisition of every electrode’s sample, MREG is fully reversed to its exact initial state.

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Paper Citation


in Harvard Style

Fylakis A., Keskinarkaus A., Kiviniemi V. and Seppänen T. (2016). Temporally Synchronized Reversible Data Hiding of EEG to MREG . In Proceedings of the 9th International Joint Conference on Biomedical Engineering Systems and Technologies - Volume 5: HEALTHINF, (BIOSTEC 2016) ISBN 978-989-758-170-0, pages 58-67. DOI: 10.5220/0005665700580067


in Bibtex Style

@conference{healthinf16,
author={Angelos Fylakis and Anja Keskinarkaus and Vesa Kiviniemi and Tapio Seppänen},
title={Temporally Synchronized Reversible Data Hiding of EEG to MREG},
booktitle={Proceedings of the 9th International Joint Conference on Biomedical Engineering Systems and Technologies - Volume 5: HEALTHINF, (BIOSTEC 2016)},
year={2016},
pages={58-67},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005665700580067},
isbn={978-989-758-170-0},
}


in EndNote Style

TY - CONF
JO - Proceedings of the 9th International Joint Conference on Biomedical Engineering Systems and Technologies - Volume 5: HEALTHINF, (BIOSTEC 2016)
TI - Temporally Synchronized Reversible Data Hiding of EEG to MREG
SN - 978-989-758-170-0
AU - Fylakis A.
AU - Keskinarkaus A.
AU - Kiviniemi V.
AU - Seppänen T.
PY - 2016
SP - 58
EP - 67
DO - 10.5220/0005665700580067