Presentation 2010-10-07
Compressed Sensing : Basic principles and applications
Toshiyuki TANAKA,
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Abstract(in English) This report reviews an emerging research field called compressed sensing, which has in recent years drawn intense attention from researchers as a framework which allows us to deal with high-dimensional and sparse information very efficiently. The basic principles are first described, and some applications are briefly reviewed.
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Keyword(in English) compressed sensing / sparse representation / matrix completion / convex optimization
Paper # WBS2010-25
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Committee WBS
Conference Date 2010/9/30(1days)
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Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Compressed Sensing : Basic principles and applications
Sub Title (in English)
Keyword(1) compressed sensing
Keyword(2) sparse representation
Keyword(3) matrix completion
Keyword(4) convex optimization
1st Author's Name Toshiyuki TANAKA
1st Author's Affiliation Graduate School of Informatics, Kyoto University()
Date 2010-10-07
Paper # WBS2010-25
Volume (vol) vol.110
Number (no) 222
Page pp.pp.-
#Pages 6
Date of Issue