Computer and Machine Vision : Theory, Algorithms, Practicalities, 4/e (Hardcover)
E. R. Davies
- 出版商: Academic Press
- 出版日期: 2012-03-05
- 定價: $2,920
- 售價: 9.5 折 $2,774
- 語言: 英文
- 頁數: 912
- 裝訂: Hardcover
- ISBN: 0123869080
- ISBN-13: 9780123869081
-
相關分類:
Algorithms-data-structures
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商品描述
<內容簡介>
Computer and Machine Vision: Theory, Algorithms, Practicalities (previously entitled Machine Vision) clearly and systematically presents the basic methodology of computer and machine vision, covering the essential elements of the theory while emphasizing algorithmic and practical design constraints. This fully revised fourth edition has brought in more of the concepts and applications of computer vision, making it a very comprehensive and up-to-date tutorial text suitable for graduate students, researchers and R&D engineers working in this vibrant subject.
<章節目錄>
1 Vision, the Challenge
2 Images and Imaging Operations
3 Basic Image Filtering Operations
4 Thresholding Techniques
5 Edge Detection
6 Corner and Interest Point Detection
7 Mathematical Morphology
8 Texture
9 Binary Shape Analysis
10 Boundary Pattern Analysis
11 Line Detection
12 Circle and Ellipse Detection
13 The Hough Transform and Its Nature
14 Abstract Pattern Matching Techniques
15 The Three-Dimensional World
16 Tackling the perspective n-point problem
17 Invariants and perspective
18 Image transformations and camera calibration
19 Motion
20 Automated Visual Inspection
21 Inspection of Cereal Grains
22 Surveillance
23 In-Vehicle Vision Systems24 Statistical Pattern Recognition
25 Image Acquisition
26 Real-Time Hardware and Systems Design Considerations
27 Epilogue-Perspectives in Vision
Appendix Robust statistics
References
Author Index
Subject Index
商品描述(中文翻譯)
《計算機與機器視覺：理論、演算法、實踐（前稱機器視覺）》清晰而系統地介紹了計算機與機器視覺的基本方法，涵蓋了理論的基本要素，同時強調了演算法和實踐設計的限制。這本全面修訂的第四版增加了更多計算機視覺的概念和應用，使其成為一本非常全面且最新的教學文本，適合研究生、研究人員和在這一活躍領域工作的研發工程師使用。
目錄：
1. 視覺挑戰
2. 圖像和圖像操作
3. 基本圖像過濾操作
4. 閾值技術
5. 邊緣檢測
6. 角點和興趣點檢測
7. 數學形態學
8. 紋理
9. 二進制形狀分析
10. 邊界模式分析
11. 線檢測
12. 圓和橢圓檢測
13. 赫夫變換及其性質
14. 抽象模式匹配技術
15. 三維世界
16. 解決透視n點問題
17. 不變量和透視
18. 圖像變換和相機校準
19. 運動
20. 自動視覺檢測
21. 穀物檢測
22. 監控
23. 車載視覺系統
24. 統計模式識別
25. 圖像獲取
26. 實時硬件和系統設計考慮
27. 結語-視覺的展望
附錄：魯棒統計
參考文獻
作者索引
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