Guide to Three Dimensional Structure and Motion Factorization

od Guanghui Wang
Stan: Nowy
588,16 zł
Zawiera podatek VAT, darmowa dostawa
Guanghui Wang Guide to Three Dimensional Structure and Motion Factorization
Guanghui Wang - Guide to Three Dimensional Structure and Motion Factorization

Podoba Ci się ten produkt? Przekaż dalej!

588,16 zł zawiera VAT
Dostępnych sztuk: 1 Dostępnych tylko 2 sztuk
Dostawa: między poniedziałek, 1 listopada 2021 a środa, 3 listopada 2021
Sprzedaż i wysyłka: Dodax

Opis

The problem of structure and motion recovery from image sequences is an important theme in computer vision. Considerable progress has been made in this field during the past two decades, resulting in successful applications in robot navigation, augmented reality, industrial inspection, medical image analysis, and digital entertainment, among other areas. However, many of these methods work only for rigid objects and static scenes. The study of non-rigid structure from motion is not only of academic significance, but also has important practical applications in real-world, nonrigid or dynamic scenarios, such as human facial expressions and moving vehicles.


This practical guide/reference provides a comprehensive overview of Euclidean structure and motion recovery, with a specific focus on factorization-based algorithms. The book discusses the latest research in this field, including the extension of the factorization algorithm to recover the structure of non-rigid objects, and presents some new algorithms developed by the authors. Readers require no significant knowledge of computer vision, although some background on projective geometry and matrix computation would be beneficial.


Topics and features: presents the first systematic study of structure and motion recovery of both rigid and non-rigid objects from images sequences; discusses in depth the theory, techniques, and applications of rigid and non-rigid factorization methods in three dimensional computer vision; examines numerous factorization algorithms, covering affine, perspective and quasi-perspective projection models; provides appendices describing the mathematical principles behind projective geometry, matrix decomposition, least squares, and nonlinear estimation techniques; includes chapter-ending review questions, and a glossary of terms used in the book.


This unique text offers practical guidance in real applications and implementations of 3D modeling systems for practitioners in computer vision and pattern recognition, as well as serving as an invaluable source of new algorithms and methodologies for structure and motion recovery for graduate students and researchers.

Współtwórcy

Autor:
Guanghui Wang
Jonathan Wu

Dalsza informacja

Adnotacja do ilustracji:
XIV, 214 p.
Remarks:

Presents the first systematic study of structure and motion recovery of both rigid and non-rigid objects from images sequences Provides appendices describing the mathematical principles behind projective geometry, matrix decomposition, least squares, and nonlinear estimation techniques


Includes chapter-ending review questions, and a glossary of terms used in the book

Nośnik:
Twarda oprawa
Publisher:
Springer London
Język:
Angielski
Liczba stron:
214
Streszczenie:
This practical guide provides a comprehensive overview of Euclidean structure and motion recovery, with a specific focus on factorization-based algorithms. The text discusses the latest research in the field and presents new algorithms developed by the authors.

Dane podstawowe

Rodzaj produktu:
Książka zszyta
Wymiary opakowania:
0.242 x 0.162 x 0.014 m; 0.34 kg
GTIN:
09780857290458
DUIN:
QE0UF4LHFSV
588,16 zł
Na naszej stronie wykorzystujemy pliki cookies, aby strona była jeszcze bardziej funkcjonalna i przyjazna użytkownikowi. Prosimy kliknąć „Akceptuj cookies”! Więcej informacji znajdziesz w Polityce prywatności.