| 000 | 02637nam a22005175i 4500 | ||
|---|---|---|---|
| 001 | 978-1-4614-6381-8 | ||
| 003 | DE-He213 | ||
| 005 | 20200420220225.0 | ||
| 007 | cr nn 008mamaa | ||
| 008 | 130220s2013 xxu| s |||| 0|eng d | ||
| 020 |
_a9781461463818 _9978-1-4614-6381-8 |
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| 024 | 7 |
_a10.1007/978-1-4614-6381-8 _2doi |
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| 050 | 4 | _aTK5102.9 | |
| 050 | 4 | _aTA1637-1638 | |
| 050 | 4 | _aTK7882.S65 | |
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_aCOM073000 _2bisacsh |
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| 082 | 0 | 4 |
_a621.382 _223 |
| 100 | 1 |
_aPatel, Vishal M. _eauthor. |
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| 245 | 1 | 0 |
_aSparse Representations and Compressive Sensing for Imaging and Vision _h[electronic resource] / _cby Vishal M. Patel, Rama Chellappa. |
| 264 | 1 |
_aNew York, NY : _bSpringer New York : _bImprint: Springer, _c2013. |
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| 300 |
_aX, 102 p. 41 illus. _bonline resource. |
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| 336 |
_atext _btxt _2rdacontent |
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| 337 |
_acomputer _bc _2rdamedia |
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| 338 |
_aonline resource _bcr _2rdacarrier |
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| 347 |
_atext file _bPDF _2rda |
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| 490 | 1 |
_aSpringerBriefs in Electrical and Computer Engineering, _x2191-8112 |
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| 505 | 0 | _aIntroduction -- Compressive Sensing -- Compressive Acquisition -- Compressive Sensing for Vision -- Sparse Representation-based Object Recognition -- Dictionary Learning -- Concluding Remarks. | |
| 520 | _aCompressed sensing or compressive sensing is a new concept in signal processing where one measures a small number of non-adaptive linear combinations of the signal. These measurements are usually much smaller than the number of samples that define the signal. From these small numbers of measurements, the signal is then reconstructed by non-linear procedure. Compressed sensing has recently emerged as a powerful tool for efficiently processing data in non-traditional ways. In this book, we highlight some of the key mathematical insights underlying sparse representation and compressed sensing and illustrate the role of these theories in classical vision, imaging and biometrics problems. | ||
| 650 | 0 | _aEngineering. | |
| 650 | 0 | _aImage processing. | |
| 650 | 1 | 4 | _aEngineering. |
| 650 | 2 | 4 | _aSignal, Image and Speech Processing. |
| 650 | 2 | 4 | _aImage Processing and Computer Vision. |
| 700 | 1 |
_aChellappa, Rama. _eauthor. |
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| 710 | 2 | _aSpringerLink (Online service) | |
| 773 | 0 | _tSpringer eBooks | |
| 776 | 0 | 8 |
_iPrinted edition: _z9781461463801 |
| 830 | 0 |
_aSpringerBriefs in Electrical and Computer Engineering, _x2191-8112 |
|
| 856 | 4 | 0 | _uhttp://dx.doi.org/10.1007/978-1-4614-6381-8 |
| 912 | _aZDB-2-ENG | ||
| 942 | _cEBK | ||
| 999 |
_c52152 _d52152 |
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