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001 | 978-981-16-9324-3 | ||
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_a10.1007/978-981-16-9324-3 _2doi |
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245 | 1 | 0 |
_aAdvance Concepts of Image Processing and Pattern Recognition _h[electronic resource] : _bEffective Solution for Global Challenges / _cedited by Narendra Kumar, Celia Shahnaz, Krishna Kumar, Mazin Abed Mohammed, Ram Shringar Raw. |
250 | _a1st ed. 2022. | ||
264 | 1 |
_aSingapore : _bSpringer Nature Singapore : _bImprint: Springer, _c2022. |
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300 |
_aXIII, 225 p. 132 illus., 95 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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490 | 1 |
_aTransactions on Computer Systems and Networks, _x2730-7492 |
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505 | 0 | _aIntroduction of Image processing -- Image Enhancement -- Image segmentation and image colorization -- Image classification, fusion, and reconstruction -- Feature Extraction -- Pattern recognition and computer vision applications in Agriculture, GIS, Surveillance and Robotics. | |
520 | _aThe book explains the important concepts and principles of image processing to implement the algorithms and techniques to discover new problems and applications. It contains numerous fundamental and advanced image processing algorithms and pattern recognition techniques to illustrate the framework. It presents essential background theory, shape methods, texture about new methods, and techniques for image processing and pattern recognition. It maintains a good balance between a mathematical background and practical implementation. This book also contains the comparison table and images that are used to show the results of enhanced techniques. This book consists of novel concepts and hybrid methods for providing effective solutions for society. It also includes a detailed explanation of algorithms in various programming languages like MATLAB, Python, etc. The security features of image processing like image watermarking and image encryption etc. are also discussed in this book. This book will be useful for those who are working in the field of image processing, pattern recognition, and security for digital images. This book targets researchers, academicians, industry, and professionals from R&D organizations, and students, healthcare professionals working in the field of medical imaging, telemedicine, cybersecurity, data scientist, artificial intelligence, image processing, digital hospital, intelligent medicine. | ||
650 | 0 |
_aImage processing _xDigital techniques. |
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650 | 0 | _aComputer vision. | |
650 | 0 | _aSignal processing. | |
650 | 0 | _aArtificial intelligence. | |
650 | 1 | 4 | _aComputer Imaging, Vision, Pattern Recognition and Graphics. |
650 | 2 | 4 | _aSignal, Speech and Image Processing. |
650 | 2 | 4 | _aArtificial Intelligence. |
700 | 1 |
_aKumar, Narendra. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt |
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700 | 1 |
_aShahnaz, Celia. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt |
|
700 | 1 |
_aKumar, Krishna. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt |
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700 | 1 |
_aAbed Mohammed, Mazin. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt |
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700 | 1 |
_aRaw, Ram Shringar. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt |
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710 | 2 | _aSpringerLink (Online service) | |
773 | 0 | _tSpringer Nature eBook | |
776 | 0 | 8 |
_iPrinted edition: _z9789811693236 |
776 | 0 | 8 |
_iPrinted edition: _z9789811693250 |
776 | 0 | 8 |
_iPrinted edition: _z9789811693267 |
830 | 0 |
_aTransactions on Computer Systems and Networks, _x2730-7492 |
|
856 | 4 | 0 | _uhttps://doi.org/10.1007/978-981-16-9324-3 |
912 | _aZDB-2-SCS | ||
912 | _aZDB-2-SXCS | ||
942 | _cSPRINGER | ||
999 |
_c178974 _d178974 |