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Image Processing with Python : Theory, Practice, and Applications / by Erik Cuevas, Alma Nayeli Rodriguez-Vazquez, Beatriz A. Rivera-Aguilar, Jesús A. López-Luquín, Carlos Guzmán-Rosales.
- Format:
- Book
- Author/Creator:
- Cuevas, Erik.
- Series:
- Signals and Communication Technology, 1860-4870
- Language:
- English
- Subjects (All):
- Signal processing.
- Computer vision.
- Telecommunication.
- Signal, Speech and Image Processing.
- Computer Vision.
- Communications Engineering, Networks.
- Local Subjects:
- Signal, Speech and Image Processing.
- Computer Vision.
- Communications Engineering, Networks.
- Physical Description:
- 1 online resource (224 pages)
- Edition:
- 1st ed. 2026.
- Place of Publication:
- Cham : Springer Nature Switzerland : Imprint: Springer, 2026.
- Summary:
- This book provides a comprehensive material tailored for students and professionals studying image processing. Designed to support both theoretical learning and practical implementation, the book covers a broad spectrum of essential topics in the field. These include foundational concepts such as pixel-level operations and geometric transformations, as well as advanced techniques like spatial filtering, image segmentation, edge detection, and color image processing. By integrating detailed explanations with practical examples, the book aims to equip readers with a deep understanding of image processing methods and their real-world applications, making it an invaluable guide for mastering the subject. Written with a teaching perspective, this book is designed to serve as a comprehensive textbook for undergraduate and postgraduate students specializing in Science, Electrical Engineering, or Computational Mathematics. Provides comprehensive coverage of theory and hands-on Python-based image processing techniques; Includes concepts such as pixel-level operations, geometric transformations, spatial filtering, and edge detection; Features a computational focus, ensuring an intuitive and hands-on learning experience.
- Contents:
- Introduction
- Vision and Image Processing System
- Pixel Operations
- Spatial Filters
- Edges and Contours
- Corner Determination
- Detection of Lines and Curves
- Morphological Operations
- Conclusion.
- Notes:
- Description based on publisher supplied metadata and other sources.
- ISBN:
- 3-032-13285-1
- 9783032132857
- OCLC:
- 1573150348
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