Computer Vision Metrics
Apress (Verlag)
978-1-4302-5929-9 (ISBN)
Scott Krig is a pioneer in computer imaging, computer vision, and graphics visualization. He founded Krig Research in 1988 (krigresearch.com), providing the world’s first imaging and vision systems based onhigh-performance engineering workstations, super-computers, and dedicated imaging hardware, serving customers worldwide in 25 countries. Scott has provided imaging and vision solutions around the globe, and has worked closely with many industries, including aerospace, military, intelligence, law enforcement, government research, and academic organizations.More recently, Scott has worked for major corporations and startups serving commercial markets, solving problems in the areas of computer vision, imaging, graphics, visualization, robotics, process control, industrial automation, computer security, cryptography, and consumer applications of imaging and machine vision to PCs, laptops, mobile phones, and tablets. Most recently, Scott provided direction for Intel Corporation in the area of depth-sensing and computer vision methods for embedded systems and mobile platforms.Scott is the author of many patent applications worldwide in the areas of embedded systems, imaging, computer vision, DRM, and computer security, and studied at Stanford.
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
Erscheint lt. Verlag | 30.5.2014 |
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Zusatzinfo | 216 Illustrations, black and white; XXXI, 508 p. 216 illus. |
Verlagsort | Berlin |
Sprache | englisch |
Maße | 178 x 254 mm |
Gewicht | 7269 g |
Themenwelt | Informatik ► Grafik / Design ► Digitale Bildverarbeitung |
Mathematik / Informatik ► Informatik ► Software Entwicklung | |
Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik | |
Schlagworte | Visualisierung |
ISBN-10 | 1-4302-5929-9 / 1430259299 |
ISBN-13 | 978-1-4302-5929-9 / 9781430259299 |
Zustand | Neuware |
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