Fundamentals of Digital Image Processing: A Practical Approach with Examples in Matlab (Paperback)
暫譯: 數位影像處理基礎:以 Matlab 實例為主的實用方法 (平裝本)
Chris Solomon, Toby Breckon
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商品描述
This is an introductory to intermediate level text on the science of image processing, which employs the Matlab programming language to illustrate some of the elementary, key concepts in modern image processing and pattern recognition. The approach taken is essentially practical and the book offers a framework within which the concepts can be understood by a series of well chosen examples, exercises and computer experiments, drawing on specific examples from within science, medicine and engineering.
Clearly divided into eleven distinct chapters, the book begins with a fast-start introduction to image processing to enhance the accessibility of later topics. Subsequent chapters offer increasingly advanced discussion of topics involving more challenging concepts, with the final chapter looking at the application of automated image classification (with Matlab examples) .
Matlab is frequently used in the book as a tool for demonstrations, conducting experiments and for solving problems, as it is both ideally suited to this role and is widely available. Prior experience of Matlab is not required and those without access to Matlab can still benefit from the independent presentation of topics and numerous examples.
- Features a companion website www.wiley.com/go/solomon/fundamentals containing a Matlab fast-start primer, further exercises, examples, instructor resources and accessibility to all files corresponding to the examples and exercises within the book itself.
- Includes numerous examples, graded exercises and computer experiments to support both students and instructors alike.
商品描述(中文翻譯)
這是一本針對影像處理科學的入門到中級水平的教材,使用 Matlab 程式語言來說明現代影像處理和模式識別中的一些基本關鍵概念。這本書的方式基本上是實用的,提供了一個框架,透過一系列精心挑選的範例、練習和電腦實驗,使這些概念得以理解,並引用了科學、醫學和工程中的具體範例。
本書清楚地分為十一個獨立的章節,首先以一個快速入門的方式介紹影像處理,以增強後續主題的可接觸性。隨後的章節提供了對涉及更具挑戰性概念的主題的逐步深入討論,最後一章則探討自動化影像分類的應用(包含 Matlab 範例)。
在本書中,Matlab 經常被用作演示、進行實驗和解決問題的工具,因為它非常適合這個角色並且廣泛可用。不需要具備 Matlab 的先前經驗,沒有 Matlab 訪問權限的人仍然可以從獨立的主題呈現和眾多範例中受益。
- 本書附有伴隨網站 www.wiley.com/go/solomon/fundamentals,包含 Matlab 的快速入門指南、進一步的練習、範例、教學資源以及對應於書中範例和練習的所有檔案的可訪問性。
- 包含眾多範例、分級練習和電腦實驗,以支持學生和教師。
