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This text explores the theories and computational techniques used to determine the geometric properties of solid objects through images. It covers the basic concepts and provides the necessary mathematical background for more advanced studies. The book is divided into clear and concise chapters covering a wide range of topics including image formation, camera models, feature detection and 3D reconstruction. Each chapter includes detailed explanations of the theory as well as practical examples to help the reader understand and apply the concepts presented.
The book has been written with the intention of being used as a primary resource for students on university courses in computer vision, particularly final year undergraduate or postgraduate computer science or engineering courses. It is also useful for self-study and for those who, outside the academic field, find themselves applying computer vision to solve practical problems. The aim of the book is to strike a balance between the complexity of the theory and its practical applicability in terms of implementation. Rather than providing a comprehensive overview of the current state of the art, it offers a selection of specific methods with enough detail to enable the reader to implement them.
This text explores the theories and computational techniques used to determine the geometric properties of solid objects through images. It covers the basic concepts and provides the necessary mathematical background for more advanced studies. The book is divided into clear and concise chapters covering a wide range of topics including image formation, camera models, feature detection and 3D reconstruction. Each chapter includes detailed explanations of the theory as well as practical examples to help the reader understand and apply the concepts presented.
The book has been written with the intention of being used as a primary resource for students on university courses in computer vision, particularly final year undergraduate or postgraduate computer science or engineering courses. It is also useful for self-study and for those who, outside the academic field, find themselves applying computer vision to solve practical problems. The aim of the book is to strike a balance between the complexity of the theory and its practical applicability in terms of implementation. Rather than providing a comprehensive overview of the current state of the art, it offers a selection of specific methods with enough detail to enable the reader to implement them.
Comprehensive guide to geometric computer vision, from image formation to 3D reconstruction
Detailed explanations of the underlying algorithms, accompanied by clear and concise MATLAB code
Accessible to readers with diverse backgrounds, including computer science, mathematics, and engineering
| Erscheinungsjahr: | 2024 |
|---|---|
| Fachbereich: | Anwendungs-Software |
| Genre: | Informatik |
| Rubrik: | Naturwissenschaften & Technik |
| Medium: | Buch |
| Seiten: | 364 |
| Inhalt: |
xxiv
338 S. 32 s/w Illustr. 88 farbige Illustr. 338 p. 120 illus. 88 illus. in color. |
| ISBN-13: | 9783031345067 |
| ISBN-10: | 3031345061 |
| Sprache: | Englisch |
| Ausstattung / Beilage: | HC runder Rücken kaschiert |
| Einband: | Gebunden |
| Autor: | Fusiello, Andrea |
| Auflage: | 1st ed. 2024 |
| Hersteller: | Springer International Publishing |
| Maße: | 241 x 160 x 26 mm |
| Von/Mit: | Andrea Fusiello |
| Erscheinungsdatum: | 03.01.2024 |
| Gewicht: | 0,711 kg |
Comprehensive guide to geometric computer vision, from image formation to 3D reconstruction
Detailed explanations of the underlying algorithms, accompanied by clear and concise MATLAB code
Accessible to readers with diverse backgrounds, including computer science, mathematics, and engineering
| Erscheinungsjahr: | 2024 |
|---|---|
| Fachbereich: | Anwendungs-Software |
| Genre: | Informatik |
| Rubrik: | Naturwissenschaften & Technik |
| Medium: | Buch |
| Seiten: | 364 |
| Inhalt: |
xxiv
338 S. 32 s/w Illustr. 88 farbige Illustr. 338 p. 120 illus. 88 illus. in color. |
| ISBN-13: | 9783031345067 |
| ISBN-10: | 3031345061 |
| Sprache: | Englisch |
| Ausstattung / Beilage: | HC runder Rücken kaschiert |
| Einband: | Gebunden |
| Autor: | Fusiello, Andrea |
| Auflage: | 1st ed. 2024 |
| Hersteller: | Springer International Publishing |
| Maße: | 241 x 160 x 26 mm |
| Von/Mit: | Andrea Fusiello |
| Erscheinungsdatum: | 03.01.2024 |
| Gewicht: | 0,711 kg |
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