Cellular Automata in Image Processing and Geometry (Emergence, Complexity and Computation)
暫譯: 影像處理與幾何中的細胞自動機(出現、複雜性與計算)

  • 出版商: Springer
  • 出版日期: 2014-06-13
  • 售價: $4,510
  • 貴賓價: 9.5$4,285
  • 語言: 英文
  • 頁數: 304
  • 裝訂: Hardcover
  • ISBN: 3319064304
  • ISBN-13: 9783319064307
  • 海外代購書籍(需單獨結帳)

相關主題

商品描述

The book presents findings, views and ideas on what exact problems of image processing, pattern recognition and generation can be efficiently solved by cellular automata architectures. This volume provides a convenient collection in this area, in which publications are otherwise widely scattered throughout the literature. The topics covered include image compression and resizing; skeletonization, erosion and dilation; convex hull computation, edge detection and segmentation; forgery detection and content based retrieval; and pattern generation.

The book advances the theory of image processing, pattern recognition and generation as well as the design of efficient algorithms and hardware for parallel image processing and analysis. It is aimed at computer scientists, software programmers, electronic engineers, mathematicians and physicists, and at everyone who studies or develops cellular automaton algorithms and tools for image processing and analysis, or develops novel architectures and implementations of massive parallel computing devices.

The book will provide attractive reading for a general audience because it has do-it-yourself appeal: all the computer experiments presented within it can be implemented with minimal knowledge of programming. The simplicity yet substantial functionality of the cellular automaton approach, and the transparency of the algorithms proposed, makes the text ideal supplementary reading for courses on image processing, parallel computing, automata theory and applications.

商品描述(中文翻譯)

本書提出了有關影像處理、模式識別和生成的具體問題,這些問題可以通過細胞自動機架構有效解決的研究結果、觀點和想法。本卷提供了該領域的便利集合,因為相關出版物在文獻中分散得相當廣泛。涵蓋的主題包括影像壓縮和調整大小;骨架化、侵蝕和膨脹;凸包計算、邊緣檢測和分割;偽造檢測和基於內容的檢索;以及模式生成。

本書推進了影像處理、模式識別和生成的理論,以及針對平行影像處理和分析的高效算法和硬體設計。其目標讀者包括計算機科學家、軟體程式設計師、電子工程師、數學家和物理學家,以及所有研究或開發細胞自動機算法和工具以進行影像處理和分析,或開發大規模平行計算設備的新架構和實現的人士。

本書對一般讀者具有吸引力,因為它具有自助學習的吸引力:書中呈現的所有計算機實驗都可以在最少的程式設計知識下實現。細胞自動機方法的簡單性與實質功能,以及所提出算法的透明性,使得本書成為影像處理、平行計算、自動機理論及其應用課程的理想補充讀物。