Color in Computer Vision: Fundamentals and Applications (Hardcover)
暫譯: 計算機視覺中的顏色:基礎與應用(精裝版)

Theo Gevers, Arjan Gijsenij, Joost van de Weijer, Jan-Mark Geusebroek

  • 出版商: Wiley
  • 出版日期: 2012-09-04
  • 定價: $4,500
  • 售價: 9.5$4,275
  • 語言: 英文
  • 頁數: 384
  • 裝訂: Hardcover
  • ISBN: 0470890843
  • ISBN-13: 9780470890844
  • 相關分類: Computer Vision
  • 相關翻譯: 彩色電腦視覺:基礎與應用 (簡中版)
  • 立即出貨 (庫存 < 3)

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商品描述

While the field of computer vision drives many of today’s digital technologies and communication networks, the topic of color has emerged only recently in most computer vision applications. One of the most extensive works to date on color in computer vision, this book provides a complete set of tools for working with color in the field of image understanding.

Based on the authors’ intense collaboration for more than a decade and drawing on the latest thinking in the field of computer science, the book integrates topics from color science and computer vision, clearly linking theories, techniques, machine learning, and applications. The fundamental basics, sample applications, and downloadable versions of the software and data sets are also included. Clear, thorough, and practical, Color in Computer Vision explains:

  • Computer vision, including color-driven algorithms and quantitative results of various state-of-the-art methods
  • Color science topics such as color systems, color reflection mechanisms, color invariance, and color constancy
  • Digital image processing, including edge detection, feature extraction, image segmentation, and image transformations
  • Signal processing techniques for the development of both image processing and machine learning
  • Robotics and artificial intelligence, including such topics as supervised learning and classifiers for object and scene categorization Researchers and professionals in computer science, computer vision, color science, electrical engineering, and signal processing will learn how to implement color in computer vision applications and gain insight into future developments in this dynamic and expanding field.

商品描述(中文翻譯)

在計算機視覺領域,許多當今的數位技術和通信網絡都受到其驅動,而顏色的主題在大多數計算機視覺應用中最近才開始受到重視。本書是迄今為止在計算機視覺中關於顏色的最全面的著作之一,提供了一整套在圖像理解領域中處理顏色的工具。

本書基於作者十多年來的密切合作,並借鑒了計算機科學領域的最新思維,整合了顏色科學和計算機視覺的主題,清晰地連結了理論、技術、機器學習和應用。書中還包括了基本概念、示例應用以及可下載的軟體和數據集。清晰、全面且實用的《計算機視覺中的顏色》解釋了:

- 計算機視覺,包括基於顏色的演算法和各種最先進方法的定量結果
- 顏色科學主題,如顏色系統、顏色反射機制、顏色不變性和顏色恆常性
- 數位圖像處理,包括邊緣檢測、特徵提取、圖像分割和圖像變換
- 用於圖像處理和機器學習開發的信號處理技術
- 機器人技術和人工智慧,包括監督學習和物體及場景分類的分類器等主題

計算機科學、計算機視覺、顏色科學、電機工程和信號處理的研究人員和專業人士將學習如何在計算機視覺應用中實現顏色,並深入了解這個動態且不斷擴展的領域的未來發展。