Image processing and acquisition using Python / (Record no. 72011)
[ view plain ]
000 -LEADER | |
---|---|
fixed length control field | 04202cam a2200577Mi 4500 |
001 - CONTROL NUMBER | |
control field | 9780429243370 |
005 - DATE AND TIME OF LATEST TRANSACTION | |
control field | 20220711212721.0 |
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
fixed length control field | 200626s2020 flu ob 001 0 eng |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
ISBN | 9780429243370 (electronic bk) |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
ISBN | 0429243375 (electronic bk) |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
ISBN | 9780429519956 |
-- | (electronic bk. : Mobipocket) |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
ISBN | 0429519958 |
-- | (electronic bk. : Mobipocket) |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
ISBN | 9780429516528 |
-- | (electronic bk. : EPUB) |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
ISBN | 0429516525 |
-- | (electronic bk. : EPUB) |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
ISBN | 9780429513091 |
-- | (electronic bk. : PDF) |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
ISBN | 0429513097 |
-- | (electronic bk. : PDF) |
082 04 - CLASSIFICATION NUMBER | |
Call Number | 006.6/63 |
100 1# - AUTHOR NAME | |
Author | Chityala, Ravishankar, |
245 10 - TITLE STATEMENT | |
Title | Image processing and acquisition using Python / |
250 ## - EDITION STATEMENT | |
Edition statement | Second edition. |
300 ## - PHYSICAL DESCRIPTION | |
Number of Pages | 1 online resource (pages cm.). |
490 1# - SERIES STATEMENT | |
Series statement | Chapman & Hall/CRC the Python series |
520 ## - SUMMARY, ETC. | |
Summary, etc | "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"-- |
700 1# - AUTHOR 2 | |
Author 2 | Pudipeddi, Sridevi, |
856 40 - ELECTRONIC LOCATION AND ACCESS | |
Uniform Resource Identifier | https://www.taylorfrancis.com/books/9780429243370 |
856 42 - ELECTRONIC LOCATION AND ACCESS | |
Uniform Resource Identifier | http://www.oclc.org/content/dam/oclc/forms/terms/vbrl-201703.pdf |
942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
Koha item type | eBooks |
264 #1 - | |
-- | Boca Raton : |
-- | Chapman & Hall/CRC Press, |
-- | 2020. |
336 ## - | |
-- | text |
-- | txt |
-- | rdacontent |
337 ## - | |
-- | computer |
-- | c |
-- | rdamedia |
338 ## - | |
-- | online resource |
-- | cr |
-- | rdacarrier |
588 ## - | |
-- | OCLC-licensed vendor bibliographic record. |
650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
-- | Image processing. |
650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
-- | Python (Computer program language) |
650 #7 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
-- | MATHEMATICS / General |
650 #7 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
-- | MATHEMATICS / Graphic Methods |
650 #7 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
-- | TECHNOLOGY / Imaging Systems |
No items available.