Digital Image Processing: A Signal Processing and Algorithmic Approach

This book offers readers an essential introduction to the fundamentals of digital image processing. Pursuing a signal processing and algorithmic approach, it makes the fundamentals of digital image processing accessible and easy to learn. It is written in a clear and concise manner with a large number of 4 x 4 and 8 x 8 examples, figures and detailed explanations. Each concept is developed from the basic principles and described in detail with equal emphasis on theory and practice. The book is accompanied by a companion website that provides several MATLAB programs for the implementation of image processing algorithms. The book also offers comprehensive coverage of the following topics: Enhancement, Transform processing, Restoration, Registration, Reconstruction from projections, Morphological image processing, Edge detection, Object representation and classification, Compression, and Color processing.

本書為讀者提供了對數字影像處理基礎的重要介紹。以信號處理和算法為基礎，使數字影像處理的基礎知識易於理解和學習。本書以清晰簡潔的方式撰寫，並提供了大量的4 x 4和8 x 8的例子、圖片和詳細解釋。每個概念都從基本原理出發，並以理論和實踐同等重要的方式進行詳細描述。本書附帶了一個配套網站，提供了幾個用於實現影像處理算法的MATLAB程序。本書還全面涵蓋了以下主題：增強、變換處理、恢復、註冊、從投影中重建、形態學影像處理、邊緣檢測、物體表示和分類、壓縮和彩色處理。