Description

Book Synopsis

Computer Vision Metrics provides an extensive survey and analysis of over 100 current and historical feature description and machine vision methods, with a detailed taxonomy for local, regional and global features.



Table of Contents

Chapter 1. Image Capture and Representation

Chapter 2. Image Pre-Processing

Chapter 3. Global and Regional Features

Chapter 4. Local Feature Design Concepts, Classification, and Learning

Chapter 5. Taxonomy Of Feature Description Attributes

Chapter 6. Interest Point Detector and Feature Descriptor Survey

Chapter 7. Ground Truth Data, Data, Metrics, and Analysis

Chapter 8. Vision Pipelines and Optimizations

Appendix A. Synthetic Feature Analysis

Appendix B. Survey of Ground Truth Datasets

Appendix C. Imaging and Computer Vision Resources

Appendix D. Extended SDM Metrics

Computer Vision Metrics

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    £22.32

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    Order before 4pm today for delivery by Thu 6 Aug 2026.

    A Paperback by Scott Krig

    1 in stock

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      Publisher: Apress
      Publication Date: Publication Date: 5/30/2014 12:00:00 AM
      ISBN13: 9781430259299, 978-1430259299
      ISBN10: 1430259299
      Also in:
      Computer vision Graphics programming Natural language and machine translation

      Description

      Book Synopsis

      Computer Vision Metrics provides an extensive survey and analysis of over 100 current and historical feature description and machine vision methods, with a detailed taxonomy for local, regional and global features.



      Table of Contents

      Chapter 1. Image Capture and Representation

      Chapter 2. Image Pre-Processing

      Chapter 3. Global and Regional Features

      Chapter 4. Local Feature Design Concepts, Classification, and Learning

      Chapter 5. Taxonomy Of Feature Description Attributes

      Chapter 6. Interest Point Detector and Feature Descriptor Survey

      Chapter 7. Ground Truth Data, Data, Metrics, and Analysis

      Chapter 8. Vision Pipelines and Optimizations

      Appendix A. Synthetic Feature Analysis

      Appendix B. Survey of Ground Truth Datasets

      Appendix C. Imaging and Computer Vision Resources

      Appendix D. Extended SDM Metrics

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