Optimized Inverse Halftoning Technique Based on Bilateral Filter


  • Rogelio Reyes Instituto Politécnico Nacional http://orcid.org/0000-0001-5506-6611
  • Javier Molina Instituto Politécnico Nacional
  • Volodymyr Ponomaryov Instituto Politécnico Nacional
  • Sergiy Sadovnychiy Instituto Mexicano del Petroleo
  • Clara Cruz Instituto Politécnico Nacional


Bilateral Filter, Fast Gaussian Filtering, Fast Inverse Halftoning, Halftoning, Inverse Halftoning, Image Reconstruction


Halftoning and inverse-halftoning processes are tools that have been widely used in the last few years, which are used in scientific research for the development of visual cryptography, steganography, reconstruction of tampered images, authentication systems, among others. In this paper, a technique of inverse-halftoning, which generates grayscale images from halftone images, is proposed. This method obtains a high quality in the generated grayscale images. Our approach first uses a low-complexity low-pass filter to obtain an approximation to the desired grayscale image, and then a bilateral filter is applied in order to eliminate regions with noise without affecting the edges of the image. To evaluate the quality of the obtained images, the objective criterion of peak signal-to-noise ratio (PSNR) is used. The experimental results demonstrate the effectiveness of our method in comparisons with other schemes reported in the literature, additionally, the average processing time for the proposed system maintains a good performance against the reported schemes.


Download data is not yet available.



How to Cite

Reyes, R., Molina, J., Ponomaryov, V., Sadovnychiy, S., & Cruz, C. (2019). Optimized Inverse Halftoning Technique Based on Bilateral Filter. IEEE Latin America Transactions, 17(2), 316–322. Retrieved from https://latamt.ieeer9.org/index.php/transactions/article/view/509

Most read articles by the same author(s)