S. Hein et A. Zakhor, HALF-TONE TO CONTINUOUS-TONE CONVERSION OF ERROR-DIFFUSION CODED IMAGES, IEEE transactions on image processing, 4(2), 1995, pp. 208-216
We consider the problem of reconstructing a continuous-tone (contone)
image from its halftoned version, where the halftoning process is done
by error diffusion. We present an iterative nonlinear decoding algori
thm for halftone-to-contone conversion and show simulation results tha
t compare the performance of the algorithm to that of conventional lin
ear low-pass filtering. We find that the new technique results in subj
ectively superior reconstruction. As there is a natural relationship b
etween error diffusion and Sigma Delta modulation, our reconstruction
algorithm can also be applied to the decoding problem for Sigma Delta
modulators.