Optimal Permutation Based Block Compressed Sensing for Image Compression Applications Article Swipe

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Yuqiang Cao , Weiguo Gong , Bo Zhang , Fanxin Zeng , Sen Bai ·

YOU? · · 2017 · Open Access · · DOI: https://doi.org/10.1587/transinf.2017edp7087

Block compressed sensing (CS) with optimal permutation is a promising method to improve sampling efficiency in CS-based image compression. However, the existing optimal permutation scheme brings a large amount of extra data to encode the permutation information because it needs to know the permutation information to accomplish signal reconstruction. When the extra data is taken into consideration, the improvement in sampling efficiency of this method is limited. In order to solve this problem, a new optimal permutation strategy for block CS (BCS) is proposed. Based on the proposed permutation strategy, an improved optimal permutation based BCS method called BCS-NOP (BCS with new optimal permutation) is proposed in this paper. Simulation results show that the proposed approach reduces the amount of extra data to encode the permutation information significantly and thereby improves the sampling efficiency compared with the existing optimal permutation based BCS approach.

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Computer Science

Algorithm

Theoretical Computer Science

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Permutation (music) Computer science ENCODE Partial permutation Block (permutation group theory) Random permutation Algorithm Resampling Sampling (signal processing) Theoretical computer science Mathematics Permutation matrix Computer vision Combinatorics Filter (signal processing) Biochemistry Gene Acoustics Circulant matrix Physics Chemistry

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Type: article
Language: en
Landing Page: https://doi.org/10.1587/transinf.2017edp7087
PDF: https://www.jstage.jst.go.jp/article/transinf/E101.D/1/E101.D_2017EDP7087/_pdf
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Cited By: 2
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DOI: https://doi.org/10.1587/transinf.2017edp7087

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Title: Optimal Permutation Based Block Compressed Sensing for Image Compression Applications

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Language: en

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Publication year: 2017

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Publication date: 2017-12-31

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Authors: Yuqiang Cao, Weiguo Gong, Bo Zhang, Fanxin Zeng, Sen Bai

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Landing page: https://doi.org/10.1587/transinf.2017edp7087

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Concepts: Permutation (music), Computer science, ENCODE, Partial permutation, Block (permutation group theory), Random permutation, Algorithm, Resampling, Sampling (signal processing), Theoretical computer science, Mathematics, Permutation matrix, Computer vision, Combinatorics, Filter (signal processing), Biochemistry, Gene, Acoustics, Circulant matrix, Physics, Chemistry

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Cited by: 2

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abstract_inverted_index.reduces	116
abstract_inverted_index.results	110
abstract_inverted_index.sensing	2
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abstract_inverted_index.existing	21, 137
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abstract_inverted_index.improves	130
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abstract_inverted_index.problem,	72
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abstract_inverted_index.promising	9
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abstract_inverted_index.strategy,	89
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countries_distinct_count	1
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sustainable_development_goals[0].display_name	Affordable and clean energy
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