000 | 03688nam a22006015i 4500 | ||
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001 | 978-3-030-12575-2 | ||
003 | DE-He213 | ||
005 | 20220801214701.0 | ||
007 | cr nn 008mamaa | ||
008 | 190222s2019 sz | s |||| 0|eng d | ||
020 |
_a9783030125752 _9978-3-030-12575-2 |
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024 | 7 |
_a10.1007/978-3-030-12575-2 _2doi |
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_aMQW _2bicssc |
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_aTEC059000 _2bisacsh |
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_a610.28 _223 |
100 | 1 |
_aThanki, Rohit M. _eauthor. _0(orcid)0000-0002-0645-6266 _1https://orcid.org/0000-0002-0645-6266 _4aut _4http://id.loc.gov/vocabulary/relators/aut _939822 |
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245 | 1 | 0 |
_aHybrid and Advanced Compression Techniques for Medical Images _h[electronic resource] / _cby Rohit M. Thanki, Ashish Kothari. |
250 | _a1st ed. 2019. | ||
264 | 1 |
_aCham : _bSpringer International Publishing : _bImprint: Springer, _c2019. |
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300 |
_aXVII, 95 p. 43 illus., 9 illus. in color. _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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505 | 0 | _aChapter 1. Data Compression and its Application in Medical Imaging -- Chapter 2. Classification in Data Compression -- Chapter 3.Mathematical Preliminaries -- Chapter 4.Conventional Compression Techniques for Medical Images -- Chapter 5. CS Theory based Compression Techniques for Medical Images -- Chapter 6. Color Medical Image Compression Techniques. . | |
520 | _aThis book introduces advanced and hybrid compression techniques specifically used for medical images. The book discusses conventional compression and compressive sensing (CS) theory based approaches that are designed and implemented using various image transforms, such as: Discrete Fourier Transform (DFT), Discrete Cosine Transform (DCT), Discrete Wavelet Transform (DWT), and Singular Value Decomposition (SVD) and greedy based recovery algorithm. The authors show how these techniques provide simulation results of various compression techniques for different types of medical images, such as MRI, CT, US, and x-ray images. Future research directions are provided for medical imaging science. The book will be a welcomed reference for engineers, clinicians, and research students working with medical image compression in the biomedical imaging field. Covers various algorithms for data compression and medical image compression; Provides simulation results of compression algorithms for different types of medical images; Provides study of compressive sensing theory for compression of medical images. | ||
650 | 0 |
_aBiomedical engineering. _93292 |
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650 | 0 |
_aSignal processing. _94052 |
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650 | 0 |
_aBiotechnology. _97533 |
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650 | 0 |
_aRadiology. _932514 |
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650 | 0 |
_aComputer vision. _939823 |
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650 | 0 |
_aMedical physics. _94451 |
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650 | 1 | 4 |
_aBiomedical Engineering and Bioengineering. _931842 |
650 | 2 | 4 |
_aSignal, Speech and Image Processing . _931566 |
650 | 2 | 4 |
_aBiotechnology. _97533 |
650 | 2 | 4 |
_aRadiology. _932514 |
650 | 2 | 4 |
_aComputer Vision. _939824 |
650 | 2 | 4 |
_aMedical Physics. _94451 |
700 | 1 |
_aKothari, Ashish. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut _939825 |
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710 | 2 |
_aSpringerLink (Online service) _939826 |
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773 | 0 | _tSpringer Nature eBook | |
776 | 0 | 8 |
_iPrinted edition: _z9783030125745 |
776 | 0 | 8 |
_iPrinted edition: _z9783030125769 |
776 | 0 | 8 |
_iPrinted edition: _z9783030125776 |
856 | 4 | 0 | _uhttps://doi.org/10.1007/978-3-030-12575-2 |
912 | _aZDB-2-ENG | ||
912 | _aZDB-2-SXE | ||
942 | _cEBK | ||
999 |
_c76629 _d76629 |