Machine Vision (Hardcover)
暫譯: 機器視覺 (精裝版)
Wesley E. Snyder, Hairong Qi
- 出版商: Cambridge
- 出版日期: 2004-02-09
- 售價: $1,450
- 貴賓價: 9.8 折 $1,421
- 語言: 英文
- 頁數: 452
- 裝訂: Hardcover
- ISBN: 052183046X
- ISBN-13: 9780521830461
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相關分類:
影像辨識 Image-recognition
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商品描述
Description:
Providing all the necessary theoretical tools, this comprehensive introduction to machine vision shows how they are applied in actual image processing and machine vision systems. A key feature is the inclusion of many programming exercises giving insights into the development of practical image processing algorithms. A CD-ROM containing software and data used in these exercises is also included. Aimed at graduate students in electrical engineering, computer science, and mathematics, the book will be a useful reference for professionals as well.
Table of Contents:
1. Introduction; 2. Review of mathematical principles; 3. Writing programs to process images; 4. Images: description and characterization; 5. Linear operators and kernels; 6. Image relaxation: restoration and feature extraction; 7. Mathematical morphology; 8. Segmentation; 9. Shape; 10. Consistent labeling; 11. Parametric transform; 12. Graphs and graph-theoretic concepts; 13. Image matching; 14. Statistical pattern recognition; 15. Clustering; 16. Syntactic pattern recognition; 17. Applications; 18. Automatic target recognition.
商品描述(中文翻譯)
**描述：**
本書提供所有必要的理論工具，全面介紹機器視覺，展示這些工具如何應用於實際的影像處理和機器視覺系統。其一個主要特點是包含許多程式設計練習，讓讀者深入了解實用影像處理演算法的開發。書中還附有一張包含這些練習所用軟體和數據的CD-ROM。本書針對電機工程、計算機科學和數學的研究生，對專業人士也將是一個有用的參考資料。
**目錄：**
1. 介紹；2. 數學原理回顧；3. 編寫程式以處理影像；4. 影像：描述與特徵化；5. 線性運算子與核；6. 影像放鬆：恢復與特徵提取；7. 數學形態學；8. 分割；9. 形狀；10. 一致標記；11. 參數變換；12. 圖形與圖論概念；13. 影像匹配；14. 統計模式識別；15. 聚類；16. 語法模式識別；17. 應用；18. 自動目標識別。
