Digital Image Processing and Analysis: Human and Computer Vision Applications with CVIPtools, 2/e (Hardcover)
暫譯: 數位影像處理與分析:人類與電腦視覺應用與 CVIPtools,第二版(精裝本)
Scott E Umbaugh
- 出版商: CRC
- 出版日期: 2010-11-19
- 售價: $4,500
- 貴賓價: 9.5 折 $4,275
- 語言: 英文
- 頁數: 977
- 裝訂: Hardcover
- ISBN: 143980205X
- ISBN-13: 9781439802052
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相關分類:
數位影像處理 Digital-image、Computer Vision
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相關主題
商品描述
Whether for computer evaluation of otherworldly terrain or the latest high definition 3D blockbuster, digital image processing involves the acquisition, analysis, and processing of visual information by computer and requires a unique skill set that has yet to be defined a single text. Until now.
Taking an applications-oriented, engineering approach, Digital Image Processing and Analysis provides the tools for developing and advancing computer and human vision applications and brings image processing and analysis together into a unified framework.
Providing information and background in a logical, as-needed fashion, the author presents topics as they become necessary for understanding the practical imaging model under study. He offers a conceptual presentation of the material for a solid understanding of complex topics and discusses the theory and foundations of digital image processing and the algorithm development needed to advance the field.
With liberal use of color through-out and more materials on the processing of color images than the previous edition, this book provides supplementary exercises, a new chapter on applications, and two major new tools that allow for batch processing, the analysis of imaging algorithms, and the overall research and development of imaging applications. It includes two new software tools, the Computer Vision and Image Processing Algorithm Test and Analysis Tool (CVIP-ATAT) and the CVIP Feature Extraction and Pattern Classification Tool (CVIP-FEPC).
Divided into five major sections, this book provides the concepts and models required to analyze digital images and develop computer vision and human consumption applications as well as all the necessary information to use the CVIPtools environment for algorithm development, making it an ideal reference tool for this fast growing field.
商品描述(中文翻譯)
無論是用於計算機評估異世界地形,還是最新的高畫質 3D 大片,數位影像處理涉及視覺資訊的獲取、分析和處理,並需要一套尚未在單一文本中定義的獨特技能組合。直到現在。
本書《數位影像處理與分析》採取以應用為導向的工程方法,提供開發和推進計算機與人類視覺應用所需的工具,並將影像處理和分析整合成一個統一的框架。
作者以邏輯且按需的方式提供資訊和背景,隨著理解所研究的實際影像模型的需要,逐步介紹主題。他對材料進行概念性呈現,以便對複雜主題有扎實的理解,並討論數位影像處理的理論和基礎,以及推進該領域所需的演算法開發。
本書在整體上大量使用顏色,並比前一版提供更多有關彩色影像處理的材料,還提供補充練習、新的應用章節,以及兩個主要的新工具,這些工具允許批次處理、影像演算法分析以及影像應用的整體研究與開發。它包括兩個新的軟體工具:計算機視覺與影像處理演算法測試與分析工具(CVIP-ATAT)和 CVIP 特徵提取與模式分類工具(CVIP-FEPC)。
本書分為五個主要部分,提供分析數位影像和開發計算機視覺及人類消費應用所需的概念和模型,以及使用 CVIPtools 環境進行演算法開發所需的所有資訊,使其成為這個快速成長領域的理想參考工具。