Algorithms and Applications of Computer Vision (ePub)
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Algorithms and Applications of Computer Vision is a textbook that covers the fundamental principles and algorithms of computer vision. The book is written in a clear and concise style, and it is designed to be accessible to students and researchers with a variety of backgrounds, including computer science, mathematics, and physics.
The book begins with an overview of the field of computer vision and its applications in areas such as robotics, self-driving cars, and medical imaging. It then discusses the basic principles of computer vision, such as image formation, image processing, and feature detection and matching.
The book then applies these principles to a variety of specific computer vision tasks, such as:
- Segmentation
- Feature-based alignment
- Structure from motion
- Dense motion estimation
- Image stitching
- Computational photography
- Stereo correspondence
- 3D reconstruction
- Image-based rendering
- Recognition
The book also includes a number of chapters on more advanced topics, such as:
- Deep learning for computer vision
- Human activity recognition
- Object tracking
- Video analysis
- Autor: Educohack Press
- 2023, Englisch
- Verlag: Educohack Press
- ISBN-10: 8223832631
- ISBN-13: 9798223832638
- Erscheinungsdatum: 03.11.2023
Abhängig von Bildschirmgröße und eingestellter Schriftgröße kann die Seitenzahl auf Ihrem Lesegerät variieren.
- Dateiformat: ePub
- Größe: 27 MB
- Mit Kopierschutz
- Vorlesefunktion
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