Title :
Digital halftoning algorithm using visual-optimized binary patterns
Author :
Lee, H.J. ; Yoo, Y.J. ; Park, H.W.
Author_Institution :
Dept. of Inf. & Commun. Eng., Korea Adv. Inst. of Sci. & Technol., Seoul, South Korea
Abstract :
Digital halftoning is a gray level rendition in devices that have limited gray representation capabilities. The major evaluation points of digital halftoning methods are the image quality and the processing speed. A new halftoning method using a non-thresholding process is proposed, which simply constructs a halftoning database to achieve real time halftoning as well as optimal image quality. The proposed algorithm is constructed by two major parts. The first part is to generate well-distributed binary patterns for every gray level. A contrast sensitivity function (CSF) is used as a filter to distribute void and cluster regions and as a criterion of iteration. The second part is to index the halftoning database to image pixel value. The halftoning database consists of the well-distributed binary patterns. By the proposed algorithm, halftoned images can be obtained faster than the other algorithms and produce similar image quality to those of the max energy mask
Keywords :
image representation; iterative methods; optimisation; real-time systems; cluster regions; contrast sensitivity function; digital halftoning algorithm; filter; gray level rendition; halftoning database; image pixel value; image processing speed; image quality; iteration; limited gray representation capabilities; nonthresholding process; optimal image quality; real time halftoning; visual-optimized binary patterns; void regions; well-distributed binary patterns; Clustering algorithms; Eyes; Filters; Frequency; Humans; Image databases; Image quality; Low-frequency noise; Pixel; Visual system;
Conference_Titel :
Image Processing, 1996. Proceedings., International Conference on
Conference_Location :
Lausanne
Print_ISBN :
0-7803-3259-8
DOI :
10.1109/ICIP.1996.559553