FM SCREENING BY THE LOCAL EXHAUSTIVE SEARCH, WITH HARDWARE ACCELERATION

Author:

ITO YASUAKI1,NAKANO KOJI1

Affiliation:

1. Department of Artificial Complex Systems Engineering, Hiroshima University, Kagamiyama, Higashi-Hiroshima, 739-8527, Japan

Abstract

The main contribution of this paper is to show a new approach for FM screening which we call Local Exhaustive Search (LES) method, and to present ways to accelerate the computation using an FPGA. FM screening, as opposed to conventional AM screening, keeps unit dot size when converting an original gray-scale image into the binary image for printing. FM screening pays great attention to generate moiré-free binary images reproducing continuous-tone and fine details of original photographic images. Our basic approach for FM screening is to generate a binary image whose projected image onto human eyes is very close to the original image. The projected image is computed by applying a Gaussian filter to the binary image. LES performs an exhaustive search for each of the small square subimages in the binary image and replaces the subimage by the best binary pattern. The exhaustive search is repeated until no more improvement is possible. The experimental results show that LES produces a high quality and sharp binary image. We also implemented LES on an FPGA to accelerate the computation and achieved a speedup factor of up to 51 over the software implementations.

Publisher

World Scientific Pub Co Pte Lt

Subject

Computer Science (miscellaneous)

Cited by 8 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Accelerating digital halftoning using the local exhaustive search on the GPU;Concurrency and Computation: Practice and Experience;2016-02-12

2. GPU-Accelerated Digital Halftoning by the Local Exhaustive Search;2015 14th International Symposium on Parallel and Distributed Computing;2015-06

3. A character art generator using the local exhaustive search, with GPU acceleration;International Journal of Parallel, Emergent and Distributed Systems;2014-10-15

4. A GPU Implementation of Clipping-Free Halftoning Using the Direct Binary Search;Algorithms and Architectures for Parallel Processing;2014

5. ASCII Art Generation Using the Local Exhaustive Search on the GPU;2013 First International Symposium on Computing and Networking;2013-12

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