000 | 04202cam a2200577Mi 4500 | ||
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001 | 9780429243370 | ||
003 | FlBoTFG | ||
005 | 20220711212721.0 | ||
006 | m o d | ||
007 | cr |n||||||||| | ||
008 | 200626s2020 flu ob 001 0 eng | ||
040 |
_aOCoLC-P _beng _cOCoLC-P _erda |
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020 | _a9780429243370 (electronic bk) | ||
020 | _a0429243375 (electronic bk) | ||
020 |
_a9780429519956 _q(electronic bk. : Mobipocket) |
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020 |
_a0429519958 _q(electronic bk. : Mobipocket) |
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020 |
_a9780429516528 _q(electronic bk. : EPUB) |
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020 |
_a0429516525 _q(electronic bk. : EPUB) |
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020 |
_a9780429513091 _q(electronic bk. : PDF) |
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020 |
_a0429513097 _q(electronic bk. : PDF) |
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020 | _z9780367198084 | ||
020 | _z0367198088 | ||
035 |
_a(OCoLC)1162607430 _z(OCoLC)1162273862 |
||
035 | _a(OCoLC-P)1162607430 | ||
050 | 4 |
_aTA1637 _b.C486 2020 |
|
072 | 7 |
_aMAT _x000000 _2bisacsh |
|
072 | 7 |
_aMAT _x013000 _2bisacsh |
|
072 | 7 |
_aTEC _x015000 _2bisacsh |
|
072 | 7 |
_aPB _2bicssc |
|
082 | 0 | 4 |
_a006.6/63 _223 |
100 | 1 |
_aChityala, Ravishankar, _eauthor. _919078 |
|
245 | 1 | 0 |
_aImage processing and acquisition using Python / _cRavishankar Chityala and Sridevi Pudipeddi. |
250 | _aSecond edition. | ||
264 | 1 |
_aBoca Raton : _bChapman & Hall/CRC Press, _c2020. |
|
300 | _a1 online resource (pages cm.). | ||
336 |
_atext _btxt _2rdacontent |
||
337 |
_acomputer _bc _2rdamedia |
||
338 |
_aonline resource _bcr _2rdacarrier |
||
490 | 1 | _aChapman & Hall/CRC the Python series | |
520 | _a"Image Processing and Acquisition using Python, Second Edition provides readers with a sound foundation in both image acquisition and image processing-one of the first books to integrate these topics. By improving readers' knowledge of image acquisition techniques and corresponding image processing, the book will help them perform experiments more effectively and cost efficiently as well as analyze and measure more accurately. Long recognized as one of the easiest languages for non-programmers to learn, Python is used in a variety of practical examples. A refresher for more experienced readers, the first part of the book presents an introduction to Python, Python modules, reading and writing images using Python, and an introduction to images. The second part discusses the basics of image processing, including pre/post processing using filters, segmentation, morphological operations, and measurements. The second part describes image acquisition using various modalities, such as x-ray, CT, MRI, light microscopy, and electron microscopy. These modalities encompass most of the common image acquisition methods currently used by researchers in academia and industry. Features Covers both the physical methods of obtaining images and the analytical processing methods required to understand the science behind the images. Contains many examples, detailed derivations, and working Python examples of the techniques. Offers practical tips on image acquisition and processing. Includes numerous exercises to test reader skills in Python programming and image processing, with solutions to selected problems, example programs, and images available on the book's CRC Press web page. New to this edition Machine learning has become an indispensable part of image processing and computer vision, so in this new edition two new chapters are included: one on neural networks and the other on convolutional neural networks. A new chapter on affine transform and many new algorithms. Updated Python code aligned to the latest version of modules"-- | ||
588 | _aOCLC-licensed vendor bibliographic record. | ||
650 | 0 |
_aImage processing. _97417 |
|
650 | 0 |
_aPython (Computer program language) _96666 |
|
650 | 7 |
_aMATHEMATICS / General _2bisacsh _919079 |
|
650 | 7 |
_aMATHEMATICS / Graphic Methods _2bisacsh _913628 |
|
650 | 7 |
_aTECHNOLOGY / Imaging Systems _2bisacsh _910809 |
|
700 | 1 |
_aPudipeddi, Sridevi, _eauthor. _919080 |
|
856 | 4 | 0 |
_3Taylor & Francis _uhttps://www.taylorfrancis.com/books/9780429243370 |
856 | 4 | 2 |
_3OCLC metadata license agreement _uhttp://www.oclc.org/content/dam/oclc/forms/terms/vbrl-201703.pdf |
942 | _cEBK | ||
999 |
_c72011 _d72011 |