Adaptive Reversible Data Hiding Scheme for Digital Images Based on Histogram Shifting
Keywords:Reversible data hiding, complexity, MSE, PSNR, histogram shifting, BPCS, firefly
AbstractExisting histogram based reversible data hiding schemes use only absolute difference values between the neighboring pixels of a cover image. In these schemes, maxima and minima points at maximum distance are selected in all the blocks of the image which causes shifting of the large number of pixels to embed the secret data. This shifting produces more degradation in the visual quality of the marked image. In this work, the cover image is segmented into blocks, which are classified further into complex and smooth blocks using a threshold value. This threshold value is optimized using firefly algorithm. Simple difference values between the neighboring pixels of complex blocks have been utilized to embed the secret data bits. The closest maxima and minima points in the histogram of the difference blocks are selected so that number of shifted pixels get reduced, which further reduces the distortion in the marked image. Experimental results prove that the proposed scheme has better performance as compared to the existing schemes. The scheme shows minimum distortion and large embedding capacity. Novelty of work is the usage of negative difference values of complex blocks for secret data embedding with the minimal number of pixel shifting.
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How to Cite
Kukreja, S., Kasana, G., & Kasana, S. S. (2019). Adaptive Reversible Data Hiding Scheme for Digital Images Based on Histogram Shifting. COMPUTING AND INFORMATICS, 38(2), 321–342. https://doi.org/10.31577/cai_2019_2_321