书籍详情
机器视觉：理论、算法与实践（英文版·第3版）
作者：（英）戴维斯 著
出版社：人民邮电出版社
出版时间：2009-02-01
ISBN：9787115195494
定价：¥128.00
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内容简介
本书是机器视觉课程的理想教材，作者清晰、系统地阐述了机器视觉的基本概念，介绍理论的基本元素的同时强调算法和实用设计的约束。书中阐述各个主题时，既阐述了基本算法，又介绍了数学工具。此外，本书还使用案例演示具体技术的应用，并阐明设计现实机器视觉系统的关键约束。本书适合作为高等院校计算机及电子工程相关专业研究生的教材，更是从事机器视觉、计算机视觉和机器人领域研究的人员不可多得的技术参考书。
作者简介
E.R.Davies，著名机器视觉专家。英国物理学会会士、IEE会士、英国机器视觉协会的执行委员。毕业于牛津大学，现任伦敦大学皇家霍洛威学院机器视觉教授。在机器视觉、图像分析、自动视觉检测、噪声抑制技术等方面有丰富的教学和科研经验。
目录
CHAPTER 1 Vision, the Challenge
PART 1 LOW-LEVELVISION
CHAPTER 2 Images and Imaging Operations
CHAPTER 3 Basic Image Filtering Operations
CHAPTER 4 Thresholding Techniques
CHAPTER 5 Edge Detection
CHAPTER 6 Binary Shape Analysis
CHAPTER 7 Boundary Pattern Analysis
CHAPTER 8 Mathematical Morphology
PART 2 INTERMEDIATE-LEVELVISION
CHAPTER 9 Line Detection
CHAPTER 10 Circle Detection
CHAPTER 11 The Hough Transform and Its Nature
CHAPTER 12 Ellipse Detection
CHAPTER 13 Hole Detection
CHAPTER 14 Polygon and Corner Detection
CHAPTER 15 Abstract Pattern Matching Techniques
PART 3 3-DVISION AND MOTION 443
CHAPTER 16 The Three-dimensional World
CHAPTER 17 Tackling the Perspective n-Point Problem
CHAPTER 18 Motion
CHAPTER 19 Invariants and Their Applications
CHAPTER 20 Egomotion and Related Tasks
CHAPTER 21 Image Transformations and Camera Calibration
PART 4 TOWARD REAL-TIME PATTERN RECOGNITIONS YSTEMS
CHAPTER 22 Automated Visual Inspection
CHAPTER 23 Inspection of Cereal Grains
CHAPTER 24 Statistical Pattern Recognition
CHAPTER 25 Biologically Inspired Recognition Schemes
CHAPTER 26 Texture
CHAPTER 27 Image Acquisition
CHAPTER 28 Real-time Hardware and Systems Design Considerations
PART 5 PERSPECTIVES ON VISION
CHAPTER 29 Machine Vision: Art or Science?
APPENDIX Robust Statistics
List of Acronyms and Abbreviations
References
Author Index
Subject Index
PART 1 LOW-LEVELVISION
CHAPTER 2 Images and Imaging Operations
CHAPTER 3 Basic Image Filtering Operations
CHAPTER 4 Thresholding Techniques
CHAPTER 5 Edge Detection
CHAPTER 6 Binary Shape Analysis
CHAPTER 7 Boundary Pattern Analysis
CHAPTER 8 Mathematical Morphology
PART 2 INTERMEDIATE-LEVELVISION
CHAPTER 9 Line Detection
CHAPTER 10 Circle Detection
CHAPTER 11 The Hough Transform and Its Nature
CHAPTER 12 Ellipse Detection
CHAPTER 13 Hole Detection
CHAPTER 14 Polygon and Corner Detection
CHAPTER 15 Abstract Pattern Matching Techniques
PART 3 3-DVISION AND MOTION 443
CHAPTER 16 The Three-dimensional World
CHAPTER 17 Tackling the Perspective n-Point Problem
CHAPTER 18 Motion
CHAPTER 19 Invariants and Their Applications
CHAPTER 20 Egomotion and Related Tasks
CHAPTER 21 Image Transformations and Camera Calibration
PART 4 TOWARD REAL-TIME PATTERN RECOGNITIONS YSTEMS
CHAPTER 22 Automated Visual Inspection
CHAPTER 23 Inspection of Cereal Grains
CHAPTER 24 Statistical Pattern Recognition
CHAPTER 25 Biologically Inspired Recognition Schemes
CHAPTER 26 Texture
CHAPTER 27 Image Acquisition
CHAPTER 28 Real-time Hardware and Systems Design Considerations
PART 5 PERSPECTIVES ON VISION
CHAPTER 29 Machine Vision: Art or Science?
APPENDIX Robust Statistics
List of Acronyms and Abbreviations
References
Author Index
Subject Index
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