Image Processing and Acquisition using Python

ISBN-13: 9780367198084 / Angielski / Twarda / 2020 / 421 str.

Ravishankar Chityala; Sridevi Pudipeddi

Opis

This book provides readers with a sound foundation in both image acquisition and image processing—one of the first books to integrate these topics together. This updated edition includes new chapters on neural networks, convolutional neural networks, affine transform and many new algorithms.

Spis treści

I Introduction to Images and Computing using Python. 1. Introduction to Python. 2. Computing using Python Modules. 3. Image and its Properties. II Image Processing using Python. 5. Image Enhancement. 6. Affine transformation. 7. Fourier Transform. 8 Segmentation. 9 Morphological Operations. 10. Image Measurements. 11. Neural network. 12. Convolutional neural network. III Image Acquisition. 13. X-Ray and Computed Tomography. 14. Magnetic Resonance Imaging. 15. Light Microscopes. 16. Electron Microscopes.  Appendices.