Digital Color Image Processing (Hardcover)

Andreas Koschan, Mongi Abidi

  • 出版商: Wiley
  • 出版日期: 2008-04-01
  • 售價: $1,800
  • 貴賓價: 9.8$1,764
  • 語言: 英文
  • 頁數: 392
  • 裝訂: Hardcover
  • ISBN: 0470147083
  • ISBN-13: 9780470147085
  • 相關分類: 數位影像處理 Digital-image
  • 立即出貨 (庫存=1)

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商品描述

 

Description

An introduction to color in three-dimensional image processing and the emerging area of multi-spectral image processing

The importance of color information in digital image processing is greater than ever. However, the transition from scalar to vector-valued image functions has not yet been generally covered in most textbooks. Now, Digital Color Image Processing fills this pressing need with a detailed introduction to this important topic.

In four comprehensive sections, this book covers:

  • The fundamentals and requirements for color image processing from a vector-valued viewpoint

  • Techniques for preprocessing color images

  • Three-dimensional scene analysis using color information, as well as the emerging area of multi-spectral imaging

  • Applications of color image processing, presented via the examination of two case studies

In addition to introducing readers to important new technologies in the field, Digital Color Image Processing also contains novel topics such as: techniques for improving three-dimensional reconstruction, three-dimensional computer vision, and emerging areas of safety and security applications in luggage inspection and video surveillance of high-security facilities.

Complete with full-color illustrations and two applications chapters, Digital Color Image Processing is the only book that covers the breadth of the subject under one convenient cover. It is written at a level that is accessible for first- and second-year graduate students in electrical and computer engineering and computer science courses, and that is also appropriate for researchers who wish to extend their knowledge in the area of color image processing.

商品描述(中文翻譯)

描述
這是一本介紹三維影像處理中的顏色以及新興的多光譜影像處理領域的書籍。

在數位影像處理中,顏色資訊的重要性比以往任何時候都更大。然而,大多數教科書尚未全面涵蓋從純量到向量值影像函數的轉變。現在,《數位彩色影像處理》填補了這一迫切需求,詳細介紹了這一重要主題。

本書分為四個全面的部分,包括:
- 從向量值觀點介紹彩色影像處理的基礎和要求
- 彩色影像預處理技術
- 使用顏色資訊進行三維場景分析,以及新興的多光譜影像領域
- 通過兩個案例研究介紹彩色影像處理的應用

除了向讀者介紹領域中的重要新技術外,《數位彩色影像處理》還包含了一些新題材,例如改善三維重建的技術、三維計算機視覺以及在行李檢查和高安全設施的視頻監控中的安全應用等新興領域。

本書配有全彩插圖和兩個應用章節,是唯一一本在一個便利的封面下涵蓋了這一主題廣度的書籍。它的寫作水平適合電機與電腦工程和計算機科學課程的一、二年級研究生閱讀,同時也適合希望擴展彩色影像處理領域知識的研究人員閱讀。