Perception of Image Characteristics with Compressive Measurements

Jie GUO  Bin SONG  Fang TIAN  Haixiao LIU  Hao QIN  

Publication
IEICE TRANSACTIONS on Information and Systems   Vol.E97-D   No.12   pp.3234-3235
Publication Date: 2014/12/01
Online ISSN: 1745-1361
DOI: 10.1587/transinf.2014EDL8168
Type of Manuscript: LETTER
Category: Image Processing and Video Processing
Keyword: 
compressed sensing,  correlation analysis,  measurements,  transform coefficients,  inner property,  

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Summary: 
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.