Image Processing and Acquisition Using Python

Book Details
• Book Name: Image Processing and Acquisition using Python
• Format: Paperback
• Language: English
• ISBN-13: 9780367198084
• Writer: Chityala, Ravishankar
• Publisher: CRC Press
• Pages: 421
• Size: 9.2 x 6.1 x 0.7 inches
• Binding: Paperback
• Subject/Category: Image Processing, Python Programming

Details:
Image Processing and Acquisition using Python provides readers with a solid foundation in both image acquisition and image processing. This book integrates these two topics, making it one of the first of its kind. The book helps readers improve their knowledge of image acquisition techniques and corresponding image processing, which aids in performing experiments more effectively, cost-efficiently, and with more accurate analysis and measurement.

The first part of the book introduces Python, Python modules, reading and writing images using Python, and an introduction to images. The second part covers the basics of image processing, including pre/post processing with filters, segmentation, morphological operations, and measurements. It also describes image acquisition using various modalities like x-ray, CT, MRI, light microscopy, and electron microscopy, which are commonly used in research and industry.

New to This Edition:
• Includes two new chapters on neural networks and convolutional neural networks, as machine learning is crucial in image processing and computer vision.
• A new chapter on affine transforms and many new algorithms.
• Updated Python code aligned with the latest version of modules.