3-D Modeling from Images

Erscheinungsjahr 2020
ISBN: 978-0-387-95356-4
Verlag: Springer-Verlag New York

Medienkombination, Englisch, Format (B × H): 178 mm x 235 mm

The book explains how 3-D models can be obtained from images acquired with a hand-held camera and describes the different components required to build an automatic system for this purpose. The approach is based on advanced automatic techniques that avoid camera calibration and a-priori scene knowledge. Examples are presented from architecture, archaeology, and planetary exploration. Basic knowledge of 3-D computer graphics and geometry and some knowledge of 3-D modeling from images are desirable. Topics: *automatic feature matching *interest-point extraction and matching *projective reconstruction, self-calibration *dense matching *3-D modeling

Fachgebiete

• Mathematik | Informatik EDV | Informatik Professionelle Anwendung Computersimulation & Modelle, 3-D Graphik
• Technische Wissenschaften Sonstige Technologien | Angewandte Technik Signalverarbeitung, Bildverarbeitung, Scanning
• Mathematik | Informatik EDV | Informatik Informatik Bildsignalverarbeitung

Inhaltsverzeichnis

Introduction * Projective geometry * Camera-model and multiple-viewgeometry * Relating images * Structure and motion * Self-calibration *Dense-depth estimation * Modeling * Results