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Image Processing and Acquisition using Python
Image Processing and Acquisition using Python
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- More about Image Processing and Acquisition using Python
Image Processing and Acquisition using Python is a book that provides readers with a solid foundation in both image acquisition and image processing. It covers physical methods of obtaining images and analytical processing methods, with examples, derivations, and working Python examples. Machine learning has been added to the edition, and the Python code has been updated.
Format: Hardback
Length: 421 pages
Publication date: 01 July 2020
Publisher: Taylor & Francis Ltd
Image Processing and Acquisition using Python is a comprehensive guide that provides readers with a solid foundation in both image acquisition and image processing, making it one of the first books to seamlessly integrate these two topics. By enhancing readers' understanding of image acquisition techniques and their corresponding image processing applications, the book empowers them to conduct experiments more effectively, efficiently, and accurately. Python, renowned for its simplicity and ease of learning, is extensively utilized in practical examples throughout the text.
For those with more experience, the first part of the book serves as a refresher, covering topics such as Python introduction, modules, image reading and writing, and an introduction to images. The second part delves into the fundamentals of image processing, encompassing pre/post processing techniques using filters, segmentation, morphological operations, and measurements. Additionally, the book explores image acquisition across various modalities, including X-ray, CT, MRI, light microscopy, and electron microscopy. These modalities represent the most commonly employed methods in academic and industrial research settings.
Key Features:
Comprehensive Coverage: The book encompasses both the physical methods of image acquisition and the analytical processing methods necessary to comprehend the underlying science behind the images.
Numerous Examples: Extensive examples, detailed derivations, and working Python examples are provided to illustrate the techniques in action.
Practical Tips: Practical tips and insights are offered throughout the text to assist readers in optimizing image acquisition and processing processes.
Extensive Exercises: A comprehensive set of exercises is included to test readers' skills in Python programming and image processing. Solutions to selected problems, example programs, and images are available on the book's web page.
New to This Edition: Machine learning has emerged as an indispensable component of image processing, and this edition has been updated to reflect its significance.
Whether you are a novice or an experienced practitioner in image processing and acquisition, Image Processing and Acquisition using Python is an invaluable resource that will help you unlock the full potential of these powerful tools.
Weight: 880g
Dimension: 162 x 241 x 29 (mm)
ISBN-13: 9780367198084
Edition number: 2 New edition
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