| 000 | 02506nam a2200289za04500 | ||
|---|---|---|---|
| 001 | 17430 | ||
| 008 | 050703s2011 gw eng d | ||
| 020 | _a9783642113475 99783642113475 | ||
| 082 |
_a621.382 _b223 |
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| 100 |
_aShi, Xizhi. _eauthor. _934231 |
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| 245 |
_aBlind Signal Processing _h[electronic resource]: _bTheory and Practice / _cby Xizhi Shi. |
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| 300 |
_aXIV, 368 p. _bonline resource. |
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| 505 | _aChapter 1. Introduction -- Chapter 2. Mathematical Description of Blind Signal Processing -- Chapter 3. Independent Component Analysis (ICA) -- Chapter 4. Non-Linear Principal Component Analysis (PCA) and Feature Extraction -- Chapter 5. Non-Linear ICA -- Chapter 6. Convolutive Mixture and Blind Deconvolution -- Chapter 7. Probability Density Estimation Based Blind Processing Algorithm -- Chapter 8. Joint Approximate Diagonalization method - Features in Frequency Domain and Time Domain -- Chapter 9. Extension of Blind Signal Processing -- Chapter 10.Data Analysis and Application Study. | ||
| 520 | _a"Blind Signal Processing: Theory and Practice" not only introduces related fundamental mathematics, but also reflects the numerous advances in the field, such as probability density estimation-based processing algorithms, underdetermined models, complex value methods, uncertainty of order in the separation of convolutive mixtures in frequency domains, and feature extraction using Independent Component Analysis (ICA). At the end of the book, results from a study conducted at Shanghai Jiao Tong University in the areas of speech signal processing, underwater signals, image feature extraction, data compression, and the like are discussed. This book will be of particular interest to advanced undergraduate students, graduate students, university instructors and research scientists in related disciplines. Xizhi Shi is a Professor at Shanghai Jiao Tong University. | ||
| 650 |
_aEngineering. _996 |
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| 650 |
_923197 _aMATHEMATICS |
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| 650 |
_aEngineering. _996 |
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| 650 |
_930655 _aCOMPUTADOR VISIÓN |
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| 650 |
_930658 _aIMAGE PROCESSING AND COMPUTER VISION |
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| 650 |
_934232 _aINFORMATION AND COMMUNICATION, CIRCUITS |
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| 650 |
_933860 _aSIGNAL, IMAGE AND SPEECH PROCESSING |
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| 650 |
_933627 _aCOMMUNICATIONS ENGINEERING, NETWORKS |
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| 650 |
_930656 _aTELECOMUNICACIÓN |
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| 710 |
_aSpringerLink (Online service) _9111 |
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| 856 |
_uhttp://springer.escuelaing.metaproxy.org/book/10.1007/978-3-642-11347-5 _yir a documento _qURL |
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| 942 |
_2ddc _cCF |
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| 999 |
_c14055 _d14055 |
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