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Foundations of Computer Vision
Computational Geometry, Visual Image Structures and Object Shape Detection
Autoren
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Focusing on the fundamentals of computer vision, this book emphasizes the extraction of valuable information from digital images and videos. It uniquely integrates computational geometry, topology, and algorithms to tackle challenges in object detection and classification. Readers will learn about shape tracking in image recognition and the detection of shape repetition across images and video frames. The combination of these tools enhances the visualization and analysis of image structures, offering a practical approach to understanding complex image data.
Publikation
Buchkauf
Foundations of Computer Vision, James F. Peters
- Sprache
- Erscheinungsdatum
- 2018
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- Titel
- Foundations of Computer Vision
- Untertitel
- Computational Geometry, Visual Image Structures and Object Shape Detection
- Sprache
- Englisch
- Autor*innen
- James F. Peters
- Verlag
- 2018
- Einband
- Paperback
- Seitenzahl
- 452
- ISBN13
- 9783319849126
- Kategorie
- Mathematik
- Beschreibung
- Focusing on the fundamentals of computer vision, this book emphasizes the extraction of valuable information from digital images and videos. It uniquely integrates computational geometry, topology, and algorithms to tackle challenges in object detection and classification. Readers will learn about shape tracking in image recognition and the detection of shape repetition across images and video frames. The combination of these tools enhances the visualization and analysis of image structures, offering a practical approach to understanding complex image data.