A reversible data hiding method without rounding based on Haar wavelet transform: NON-R

Kuslu M., Yalman Y.

Imaging Science Journal, cilt.64, sa.8, ss.471-479, 2016 (SCI-Expanded, Scopus) identifier

  • Yayın Türü: Makale / Tam Makale
  • Cilt numarası: 64 Sayı: 8
  • Basım Tarihi: 2016
  • Doi Numarası: 10.1080/13682199.2016.1240945
  • Dergi Adı: Imaging Science Journal
  • Derginin Tarandığı İndeksler: Science Citation Index Expanded (SCI-EXPANDED), Scopus
  • Sayfa Sayıları: ss.471-479
  • Anahtar Kelimeler: Histogram shifting, Non-rounding, Reversible data hiding, Wavelet transform
  • Manisa Celal Bayar Üniversitesi Adresli: Evet

Özet

The techniques that allow to obtain hidden data and recover the image has recently been much sought after. The basic objective of the method provided in this study was to analyse coefficients of digital images achieved by wavelet transform in the frequency space, to hide data, and to recover original image without loss. Wavelet transform is an efficient method to find pixel coefficient characteristic of digital images. The proposed method (NON-R) hides data using shifted histogram high-frequency Haar coefficients without rounding into integer. Thus, both hidden data and cover image can be easily recovered. Reversibility is provided by retrieving the cover image after hiding into high-frequency wavelet coefficients and extracting the message from wavelet coefficients. Experimental results show that the NON-R has a better performance than its counterparts in terms of statistical and perceptual outcomes.