Das Buch ist derzeit nicht auf Lager
Linear Algebra for Pattern Processing
Projection, Singular Value Decomposition, and Pseudoinverse
Autoren
Mehr zum Buch
Focusing on geometric interpretations, this book bridges linear algebra with pattern information processing, particularly in analyzing high-dimensional data relevant to computer vision and graphics. It covers essential concepts like projection, spectral decomposition, and singular value decomposition, illustrating their applications in least-squares solutions and covariance matrices. The text emphasizes visualizing abstract spaces and includes practical examples, such as reconstructing 3D locations from camera views, to enhance understanding of linear algebra's role in data analysis amidst noise.
Buchkauf
Linear Algebra for Pattern Processing, Kenichi Kanatani
- Sprache
- Erscheinungsdatum
- 2021
- product-detail.submit-box.info.binding
- (Paperback)
Wir benachrichtigen dich per E-Mail.
Lieferung
Zahlungsmethoden
Feedback senden
- Titel
- Linear Algebra for Pattern Processing
- Untertitel
- Projection, Singular Value Decomposition, and Pseudoinverse
- Sprache
- Englisch
- Autor*innen
- Kenichi Kanatani
- Erscheinungsdatum
- 2021
- Einband
- Paperback
- Seitenzahl
- 156
- ISBN13
- 9783031014161
- Kategorie
- Technik & Maschinenbau, Elektrotechnik
- Beschreibung
- Focusing on geometric interpretations, this book bridges linear algebra with pattern information processing, particularly in analyzing high-dimensional data relevant to computer vision and graphics. It covers essential concepts like projection, spectral decomposition, and singular value decomposition, illustrating their applications in least-squares solutions and covariance matrices. The text emphasizes visualizing abstract spaces and includes practical examples, such as reconstructing 3D locations from camera views, to enhance understanding of linear algebra's role in data analysis amidst noise.