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16-Bit DICOM Medical Images Lossless Hiding Scheme Based on Edge Sensing Prediction Mechanism

  • Conference paper
Genetic and Evolutionary Computing

Part of the book series: Advances in Intelligent Systems and Computing ((AISC,volume 329))

Abstract

Medical imaging is an important part of patient records. The pixel of a 16-depth DICOM image is totally different from the 8-bit depth nature image and is seldom the same as the other pixels in the nearby area. In this paper, we propose a reversible hiding method that expands Feng and Fan’s prediction technique and adapts the scheme to match the characteristics of medical image. In the previous work, we determine what prediction method should be applied based on standard deviation thresholds to obtain more accurate prediction results. Finally, our approach includes embedding hidden information based on the histogram-shifting technique. The experimental results demonstrate that our approach achieves high-quality results.

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References

  1. Al-Qershi, O.M., Khoo, B.E.: High Capacity Data Hiding Schemes for Medical Images Based on Difference Expansion. Journal of Systems and Software 84, 105–112 (2011)

    Article  Google Scholar 

  2. Al-Qershi, O.M., Khoo, B.E.: Two-Dimensional Difference Expansion(2D-De) Scheme with a Characteristics-based Threshold. Signal Processing 93, 154–162 (2013)

    Article  Google Scholar 

  3. Feng, G., Fan, L.: Reversible Data Hiding of High Payload Using Local Edge Sensing Prediction. Journal of Systems and Software 85, 392–399 (2012)

    Article  Google Scholar 

  4. Lukac, R., Martin, K., Plataniotis, K.N.: Digital Camera Zooming Based on Unified CFA Image Processing Steps. IEEE Transactions on Consumer Electronics 50, 15–24 (2004)

    Article  Google Scholar 

  5. Wen, J., Lei, J., Wan, Y.: Reversible Data Hiding Through Adaptive Prediction and Prediction Error Histogram Modification. International Journal of Fuzzy Systems 14(2), 244–256 (2012)

    Google Scholar 

  6. Yang, W.J., Chung, K.L., Liao, H.Y., Yu, W.K.: Efficient Reversible Data Hiding Algorithm Based on Gradient-based Edge Direction Prediction. The Journal of Systems and Software 86, 567–580 (2013)

    Article  Google Scholar 

  7. Yang, C.H., Tsai, M.H.: Improving Histogram-Based Reversible Data Hiding by Interleaving Predictions. IET Image Processing 4(4), 223–234 (2010)

    Article  MathSciNet  Google Scholar 

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Author information

Authors and Affiliations

  1. Department of Information Management, Chaoyang University of Technology, Taichung, 41349, Taiwan, R.O.C.

    Tzu-Chuen Lu, Chun-Ya Tseng & Chun-Chih Huang

  2. Language Center, Chaoyang University of Technology, Taichung, 41349, Taiwan, R.O.C.

    Kuang-Mao Deng

Authors
  1. Tzu-Chuen Lu
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  2. Chun-Ya Tseng
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  3. Chun-Chih Huang
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  4. Kuang-Mao Deng
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Corresponding author

Correspondence to Tzu-Chuen Lu .

Editor information

Editors and Affiliations

  1. HIGH-TECH Industry Development Zone, Nanchang Institute of Technology, Jiangxi Province, China

    Hui Sun

  2. Department of Computer Science and Information Engineering, National Penghu University of Science and Technology, Magong City, Taiwan

    Chin-Yu Yang

  3. Innovative Information Industry Research Center, Shenzhen University Harbin Institute of Technology, Shenzhen, China

    Chun-Wei Lin

  4. Harbin Institute of Technology Innovative Info. Industry Res. Center, Shenzhen University, Shenzhen, China

    Jeng-Shyang Pan

  5. Department of Computer Science Faculty of Elec. Eng. & Comp. Sci., VSB-Technical University of Ostrava, Ostrava, Czech Republic

    Vaclav Snasel

  6. Scientific Network for Innovation and Research Excellence, Machine Intelligence Research Labs (MIR Labs), Auburn, Washington, USA

    Ajith Abraham

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© 2015 Springer International Publishing Switzerland

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Cite this paper

Lu, TC., Tseng, CY., Huang, CC., Deng, KM. (2015). 16-Bit DICOM Medical Images Lossless Hiding Scheme Based on Edge Sensing Prediction Mechanism. In: Sun, H., Yang, CY., Lin, CW., Pan, JS., Snasel, V., Abraham, A. (eds) Genetic and Evolutionary Computing. Advances in Intelligent Systems and Computing, vol 329. Springer, Cham. https://doi.org/10.1007/978-3-319-12286-1_19

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  • DOI: https://doi.org/10.1007/978-3-319-12286-1_19

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-12285-4

  • Online ISBN: 978-3-319-12286-1

  • eBook Packages: EngineeringEngineering (R0)

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