Description: Image Processing and Acquisition Using Python, Hardcover by Chityala, Ravishankar; Pudipeddi, Sridevi, ISBN 0367198088, ISBN-13 9780367198084, Brand New, Free shipping in the US "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, th 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 th 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 th'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"--
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Book Title: Image Processing and Acquisition Using Python
Number of Pages: 421 Pages
Language: English
Publication Name: Image Processing and Acquisition Using Python
Publisher: CRC Press LLC
Publication Year: 2020
Subject: Image Processing, Graphic Methods, General, Programming Languages / Python, Imaging Systems
Item Height: 0 in
Type: Textbook
Item Weight: 35.5 Oz
Item Length: 0 in
Author: Sridevi Pudipeddi, Ravishankar Chityala
Subject Area: Mathematics, Computers, Technology & Engineering
Item Width: 0 in
Series: Chapman and Hall/Crc the Python Ser.
Format: Hardcover
