For compressed sensing, to address problems which do not involve reconstruction, a correlation analysis between measurements and the transform coefficients is proposed. It is shown that there is a linear relationship between them, which indicates that we can abstract the inner property of images directly in the measurement domain.
Jie GUO
Xidian University
Bin SONG
Xidian University
Fang TIAN
Xidian University
Haixiao LIU
Xidian University
Hao QIN
Xidian University
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Jie GUO, Bin SONG, Fang TIAN, Haixiao LIU, Hao QIN, "Perception of Image Characteristics with Compressive Measurements" in IEICE TRANSACTIONS on Information,
vol. E97-D, no. 12, pp. 3234-3235, December 2014, doi: 10.1587/transinf.2014EDL8168.
Abstract: For compressed sensing, to address problems which do not involve reconstruction, a correlation analysis between measurements and the transform coefficients is proposed. It is shown that there is a linear relationship between them, which indicates that we can abstract the inner property of images directly in the measurement domain.
URL: https://globals.ieice.org/en_transactions/information/10.1587/transinf.2014EDL8168/_p
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@ARTICLE{e97-d_12_3234,
author={Jie GUO, Bin SONG, Fang TIAN, Haixiao LIU, Hao QIN, },
journal={IEICE TRANSACTIONS on Information},
title={Perception of Image Characteristics with Compressive Measurements},
year={2014},
volume={E97-D},
number={12},
pages={3234-3235},
abstract={For compressed sensing, to address problems which do not involve reconstruction, a correlation analysis between measurements and the transform coefficients is proposed. It is shown that there is a linear relationship between them, which indicates that we can abstract the inner property of images directly in the measurement domain.},
keywords={},
doi={10.1587/transinf.2014EDL8168},
ISSN={1745-1361},
month={December},}
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TY - JOUR
TI - Perception of Image Characteristics with Compressive Measurements
T2 - IEICE TRANSACTIONS on Information
SP - 3234
EP - 3235
AU - Jie GUO
AU - Bin SONG
AU - Fang TIAN
AU - Haixiao LIU
AU - Hao QIN
PY - 2014
DO - 10.1587/transinf.2014EDL8168
JO - IEICE TRANSACTIONS on Information
SN - 1745-1361
VL - E97-D
IS - 12
JA - IEICE TRANSACTIONS on Information
Y1 - December 2014
AB - For compressed sensing, to address problems which do not involve reconstruction, a correlation analysis between measurements and the transform coefficients is proposed. It is shown that there is a linear relationship between them, which indicates that we can abstract the inner property of images directly in the measurement domain.
ER -