题名

Invited Paper: An Information-Theoretic Approach to Phase Retrieval

DOI

10.6186/IJIMS.2010.21.1.1

作者

Hiroyuki Shioya;Yosuke Maehara;Shinya Watanabe;Kazutoshi Gohara

关键词

Phase Retrieval ; Information Divergence ; Iterative Algorithm

期刊名称

International Journal of Information and Management Sciences

卷期/出版年月

21:1(2010 / 03 / 01)

页次

1 - 11

内容语文

英文

英文摘要

Phase problems arise from the lost Fourier phase in measuring the diffraction waves. Re-constructing the phase information using the diffraction pattern of a target object yields the target image, and it is called phase retrieval. This paper introduces an information-theoretic approach to phase retrieval based on information measures, and a refined derivation of the generalized phase retrieval algorithm based on the density power divergence is presented with a simple numerical example using the Poisson-noise-contaminated Fourier intensity.

主题分类 基礎與應用科學 > 資訊科學
社會科學 > 管理學
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