Image Processing with Python: Theory, Practice, and Applications
暫譯: 使用 Python 進行影像處理：理論、實踐與應用

Cuevas, Erik, Rodriguez-Vazquez, Alma Nayeli, Rivera-Aguilar, Beatriz A.

Image Processing with Python: Theory, Practice, and Applications
  • 出版商: Springer
  • 出版日期: 2026-02-06
  • 售價: $4,620
  • 貴賓價: 9.5 折 $4,389
  • 語言: 英文
  • 頁數: 274
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 3032132843
  • ISBN-13: 9783032132840
  • 相關分類: 影像辨識 Image-recognition

    • 海外代購書籍(需單獨結帳)

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商品描述

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.

商品描述(中文翻譯)

這本書提供了針對學習影像處理的學生和專業人士量身打造的全面教材。旨在支持理論學習和實踐實施，書中涵蓋了該領域中一系列重要主題，包括像素級操作和幾何變換等基礎概念，以及空間濾波、影像分割、邊緣檢測和彩色影像處理等進階技術。通過將詳細的解釋與實際範例相結合，這本書旨在使讀者深入理解影像處理方法及其在現實世界中的應用，成為掌握該主題的寶貴指南。從教學的角度撰寫，這本書旨在作為專攻科學、電機工程或計算數學的本科生和研究生的全面教科書。

- 提供理論和基於 Python 的影像處理技術的全面覆蓋；
- 包含像素級操作、幾何變換、空間濾波和邊緣檢測等概念；
- 以計算為重點，確保直觀且實踐的學習體驗。

作者簡介

Dr. Erik Cuevas received his B.S. degree with distinction in Electronics and Communications Engineering from the University of Guadalajara, Mexico, in 1995, the M.Sc. degree in Industrial Electronics from ITESO, Mexico, in 2000, and the Ph.D. degree from Freie Universität Berlin, Germany in 2006. Since 2006 he has been with the University of Guadalajara, where he is currently a full-time Professor in the Department of Computer Science. Since 2008, he is a member of the Mexican National Research System (SNI III). He is the author of several books and articles. A list of his books and publications can be seen in the CV attached to this application. His current research interest includes Meta-heuristics, computer vision, and mathematical methods. He serves as an editor in Expert System with Applications, ISA Transactions, and Applied Soft Computing, Applied Mathematical Modeling and Mathematics and Computers in Simulation.

Alma Rodriguez earned her Bachelor of Science in Industrial Engineering and her Master's degree from CETI, Mexico, in 2005 and 2007, respectively. She went on to achieve her Doctorate in Engineering from the Universidad de Guadalajara, located in Guadalajara, Mexico, in 2021. Dr. Rodriguez has made her mark as an author of numerous engineering-related scientific publications. She contributed as a co-author to the publication "Recent Metaheuristic Computation Schemes in Engineering," released by Springer International Publishing. Her research primarily focuses on the areas of Metaheuristic Algorithms, Supplier Selection, Inventory Theory, and the broader field of optimization.Beatriz Rivera received a B.S. degree with distinction in Computer Engineering from UNIVA, México, a M.Sc. degree in Engineering Systems from UANL, México. Since 2014, she has been with The University of Guadalajara, where she is currently a Professor and enrolled in the Ph.D. program in Electronics and Computer Science. Her current research interests are metaheuristic algorithms and artificial intelligence.

Jesús López obtained a bachelor's degree in Communications and Electronics Engineering in 2009 and a Master of Science degree in Electronic and Computer Engineering in 2014 from Centro Universitario de Ciencias Exactas e Ingenierías (CUCEI) of the University of Guadalajara, Mexico. He is currently pursuing a Ph. D. in Science degree in Electronic and Computer Engineering from 2021 at the University of Guadalajara. Collaborator in the development of two patents: "Magnetic levitator system for balancing a biped robot" and "Variable transmission system based on gear assemblies forming a truncated sphere". His research interests include metaheuristics algorithms, artificial intelligence, robotics topics, artificial vision, and their applications.

Carlos Guzmán received the bachelor's degree in Mechatronics Engineering from Universidad Politécnica de Sinaloa, Mexico in 2020 and a M.Sc. degree in Electronic and Computer Engineering in 2023 from the University of Guadalajara, Mexico. He is currently pursuing a Ph.D degree in Electronics and Computer Science at the University of Guadalajara, Mexico. His research interests include artificial vision and their applications.

作者簡介(中文翻譯)

Dr. Erik Cuevas於1995年在墨西哥瓜達拉哈拉大學獲得電子與通信工程的優異學士學位，2000年在墨西哥ITESO獲得工業電子碩士學位，並於2006年在德國柏林自由大學獲得博士學位。自2006年以來，他一直在瓜達拉哈拉大學任教，目前是計算機科學系的全職教授。自2008年以來，他是墨西哥國家研究系統（SNI III）的成員。他是多本書籍和文章的作者。其書籍和出版物的清單可在本申請附上的履歷中查看。他目前的研究興趣包括元啟發式演算法、計算機視覺和數學方法。他擔任《Expert System with Applications》、《ISA Transactions》、《Applied Soft Computing》、《Applied Mathematical Modeling》和《Mathematics and Computers in Simulation》的編輯。

Alma Rodriguez於2005年和2007年分別在墨西哥CETI獲得工業工程學士學位和碩士學位。她於2021年在墨西哥瓜達拉哈拉大學獲得工程博士學位。Rodriguez博士在多篇與工程相關的科學出版物中留下了自己的印記。她作為共同作者參與了Springer International Publishing出版的《Recent Metaheuristic Computation Schemes in Engineering》。她的研究主要集中在元啟發式演算法、供應商選擇、庫存理論以及更廣泛的優化領域。

Beatriz Rivera於2020年在墨西哥UNIVA獲得計算機工程的優異學士學位，並在2023年獲得墨西哥瓜達拉哈拉大學的電子與計算機工程碩士學位。自2014年以來，她一直在瓜達拉哈拉大學任教，目前是教授並在電子與計算機科學的博士課程中就讀。她目前的研究興趣包括元啟發式演算法和人工智慧。

Jesús López於2009年獲得通信與電子工程學士學位，並於2014年在墨西哥瓜達拉哈拉大學的精確科學與工程學院（CUCEI）獲得電子與計算機工程碩士學位。他目前正在瓜達拉哈拉大學攻讀電子與計算機工程的博士學位，自2021年開始。他參與了兩項專利的開發：「用於平衡雙足機器人的磁懸浮系統」和「基於齒輪組合形成截頭球體的可變傳動系統」。他的研究興趣包括元啟發式演算法、人工智慧、機器人主題、人工視覺及其應用。

Carlos Guzmán於2020年在墨西哥Sinaloa理工大學獲得機電工程學士學位，並於2023年在墨西哥瓜達拉哈拉大學獲得電子與計算機工程碩士學位。他目前正在瓜達拉哈拉大學攻讀電子與計算機科學的博士學位。他的研究興趣包括人工視覺及其應用。

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