Title :
Halftone postprocessing for improved highlight rendition
Author :
Atkins, C. Brian ; Allebach, Jan P. ; Bouman, Charles A.
Author_Institution :
Sch. of Electr. & Comput. Eng., Purdue Univ., West Lafayette, IN, USA
Abstract :
Many halftoning algorithms tend to render highlight regions with objectionable dot distributions. To alleviate this artifact, we introduce a halftone postprocessing algorithm called the Springs algorithm. The objective of Springs is to rearrange dots in affected regions for a smoother more attractive rendition. We describe the Springs algorithm, and we show results which demonstrate its effectiveness. The heart of this algorithm is a simple dot-rearrangement heuristic which results in a more isotropic dot distribution. The approach is to treat any well-isolated dot as if it were connected to neighboring dots by springs, and to move it to a location where the energy in the springs is a minimum. Applied to the whole image, this could degrade the halftone appearance. However, Springs only moves dots in selected regions of the image. To select these regions, Springs employs a segmentation scheme which is based on finding light regions which do not exhibit strong edge structures
Keywords :
edge detection; image segmentation; Springs algorithm; artifact; dot distributions; dot-rearrangement heuristic; edge detection; halftone postprocessing algorithm; highlight rendition; image regions; image segmentation; isotropic dot distribution; light regions; Cost function; Degradation; Distributed computing; Heart; Image segmentation; Pulse generation; Pulse modulation; Rendering (computer graphics); Springs;
Conference_Titel :
Image Processing, 1997. Proceedings., International Conference on
Conference_Location :
Santa Barbara, CA
Print_ISBN :
0-8186-8183-7
DOI :
10.1109/ICIP.1997.648081