Digital Image Processing and Analysis: Human and Computer Vision Applications with CVIPtools, 2/e (Hardcover)

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.

無論是用於電腦評估異世界地形還是最新的高清3D大片，數位影像處理涉及電腦對視覺資訊的獲取、分析和處理，需要一套尚未被定義為單一文本的獨特技能組合。直到現在。

以應用導向的工程方法為基礎，《數位影像處理與分析》提供了開發和推進電腦和人類視覺應用的工具，並將影像處理和分析結合到一個統一的框架中。

作者以邏輯、按需的方式提供信息和背景，將主題呈現在理解所研究的實用成像模型所需的時候。他提供了一個概念性的介紹，以便深入理解複雜的主題，並討論了數位影像處理的理論和基礎，以及推進該領域所需的算法開發。

本書在全書中廣泛使用彩色，並提供比上一版更多關於彩色影像處理的材料，還提供了補充練習、一個新的應用章節以及兩個重要的新工具，用於批量處理、影像算法分析和整體影像應用的研究和開發。其中包括兩個新的軟體工具，即「電腦視覺和影像處理算法測試與分析工具（CVIP-ATAT）」和「CVIP特徵提取和模式分類工具（CVIP-FEPC）」。

本書分為五個主要部分，提供了分析數位影像和開發電腦視覺和人類應用所需的概念和模型，以及使用CVIPtools環境進行算法開發的所有必要信息，使其成為這個快速發展領域的理想參考工具。