Digital Image Processing: An Algorithmic Introduction

Burger, Wilhelm, Burge, Mark J.

Digital Image Processing: An Algorithmic Introduction

相關主題

商品描述

This modern, self-contained textbook provides an accessible introduction to the field from the perspective of a practicing programmer, supporting a detailed presentation of the fundamental concepts and techniques with practical exercises and fully worked out implementation examples. This much-anticipated 3rd edition of the definitive textbook on Digital Image Processing has been completely revised and expanded with new content, improved illustrations and teaching material.
Topics and features:

  •  
  • Contains new chapters on fitting of geometric primitives, randomized feature detection (RANSAC), and maximally stable extremal regions (MSER).
  • Includes exercises for most chapters and provides additional supplementary
  • materials and software implementations at an associated website.
  • Uses ImageJ for all examples, a widely used open source imaging environment that
  • can run on all major platforms.
  • Describes each solution in a stepwise manner in mathematical form, as abstract pseudocode algorithms, and as complete Java programs that can be easily ported to other programming languages.
  • Presents suggested outlines for a one- or two-semester course in the preface.


Advanced undergraduate and graduate students will find this comprehensive and example-rich textbook will serve as the ideal introduction to digital image processing. It will also prove invaluable to researchers and professionals seeking a practically focused self-study primer.

商品描述(中文翻譯)

這本現代化的自包含教科書從一位實踐程式設計師的角度提供了對這個領域的易於理解的介紹，通過實際練習和完整的實作範例來支持對基本概念和技術的詳細介紹。這本期待已久的第三版數位影像處理教科書已經進行了全面修訂和擴充，增加了新內容、改進了插圖和教學材料。

主題和特點:
- 新增了關於幾何基元拟合、隨機特徵檢測（RANSAC）和極值穩定區域（MSER）的章節。
- 大多數章節都包含練習題，並在相關網站上提供了額外的補充材料和軟體實作。
- 所有範例都使用廣泛使用的開源影像環境ImageJ，可在所有主要平台上運行。
- 以數學形式、抽象偽代碼算法和完整的Java程式來描述每個解決方案，這些程式可以輕鬆移植到其他程式語言。
- 在前言中提供了一學期或兩學期課程的建議大綱。

這本充滿例子的綜合性教科書將成為高年級本科生和研究生理想的數位影像處理入門書，同時也對尋求實際導向的自學指南的研究人員和專業人士非常有價值。

作者簡介

Dr. Wilhelm Burger is a faculty member of the University of Applied Sciences Upper Austria, Hagenberg, where he serves as Director of the Digital Media degree programs at the School of Informatics, Communications and Media.

Dr. Mark J. Burge is a scientist at the non-profit organization Noblis in Falls Church, VA, USA. His other publications include the Handbook of Iris Recognition.

作者簡介(中文翻譯)

Dr. Wilhelm Burger 是奧地利上奧地利應用科學大學（University of Applied Sciences Upper Austria）哈根堡校區（Hagenberg）的教職員，他在資訊學院（School of Informatics, Communications and Media）擔任數位媒體學位課程的主任。

Dr. Mark J. Burge 是美國維吉尼亞州福爾斯教堂（Falls Church）的非營利組織Noblis的科學家。他的其他出版物包括《虹膜識別手冊》（Handbook of Iris Recognition）。

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