Sparse representation approach to inverse halftoning by means of K-SVD dictionary

Masahiro Hirao; Toshiaki Aida

doi:10.1109/ICCAS.2015.7365001

Sparse representation approach to inverse halftoning by means of K-SVD dictionary

Masahiro Hirao, Toshiaki Aida

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

1 Citation (Scopus)

Abstract

We approach to the problem of inverse halftoning within the frameworks of Bayesian inference and compressed sensing, which is one of the most effective signal processing methods through sparse representation.

Original language	English
Title of host publication	ICCAS 2015 - 2015 15th International Conference on Control, Automation and Systems, Proceedings
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	661-665
Number of pages	5
ISBN (Print)	9788993215090
DOIs	https://doi.org/10.1109/ICCAS.2015.7365001
Publication status	Published - Dec 23 2015
Event	15th International Conference on Control, Automation and Systems, ICCAS 2015 - Busan, Korea, Republic of Duration: Oct 13 2015 → Oct 16 2015

Other

Other	15th International Conference on Control, Automation and Systems, ICCAS 2015
Country/Territory	Korea, Republic of
City	Busan
Period	10/13/15 → 10/16/15

Keywords

Bayesian inference
compressed sensing
DCT
inverse halftoning
K-SVD

ASJC Scopus subject areas

Control and Systems Engineering

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10.1109/ICCAS.2015.7365001

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Sparse representation approach to inverse halftoning by means of K-SVD dictionary. / Hirao, Masahiro; Aida, Toshiaki.
ICCAS 2015 - 2015 15th International Conference on Control, Automation and Systems, Proceedings. Institute of Electrical and Electronics Engineers Inc., 2015. p. 661-665 7365001.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Hirao, M & Aida, T 2015, Sparse representation approach to inverse halftoning by means of K-SVD dictionary. in ICCAS 2015 - 2015 15th International Conference on Control, Automation and Systems, Proceedings., 7365001, Institute of Electrical and Electronics Engineers Inc., pp. 661-665, 15th International Conference on Control, Automation and Systems, ICCAS 2015, Busan, Korea, Republic of, 10/13/15. https://doi.org/10.1109/ICCAS.2015.7365001

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abstract = "We approach to the problem of inverse halftoning within the frameworks of Bayesian inference and compressed sensing, which is one of the most effective signal processing methods through sparse representation.",

keywords = "Bayesian inference, compressed sensing, DCT, inverse halftoning, K-SVD",

author = "Masahiro Hirao and Toshiaki Aida",

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doi = "10.1109/ICCAS.2015.7365001",

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booktitle = "ICCAS 2015 - 2015 15th International Conference on Control, Automation and Systems, Proceedings",

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N2 - We approach to the problem of inverse halftoning within the frameworks of Bayesian inference and compressed sensing, which is one of the most effective signal processing methods through sparse representation.

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BT - ICCAS 2015 - 2015 15th International Conference on Control, Automation and Systems, Proceedings

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T2 - 15th International Conference on Control, Automation and Systems, ICCAS 2015

Y2 - 13 October 2015 through 16 October 2015

ER -

Sparse representation approach to inverse halftoning by means of K-SVD dictionary

Abstract

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Keywords

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