Buch, Englisch, Band 26, 164 Seiten, Format (B × H): 156 mm x 234 mm
Reihe: Foundations and Trends® in Computer Graphics and Vision
A Tutorial
Buch, Englisch, Band 26, 164 Seiten, Format (B × H): 156 mm x 234 mm
Reihe: Foundations and Trends® in Computer Graphics and Vision
ISBN: 978-1-60198-836-2
Verlag: Now Publishers
Multi-View Stereo: A Tutorial presents a hands-on view of the field of multi-view stereo with a focus on practical algorithms. Multi-view stereo algorithms are able to construct highly detailed 3D models from images alone. They take a possibly very large set of images and construct a 3D plausible geometry that explains the images under some reasonable assumptions, the most important being scene rigidity. Multi-View Stereo: A Tutorial frames the multiview stereo problem as an image/geometry consistency optimization problem. It describes in detail its main two ingredients: robust implementations of photometric consistency measures, and efficient optimization algorithms. It then presents how these main ingredients are used by some of the most successful algorithms, applied into real applications, and deployed as products in the industry. Finally, it describes more advanced approaches exploiting domain-specific knowledge such as structural priors, and gives an overview of the remaining challenges and future research directions.
Autoren/Hrsg.
Weitere Infos & Material
1: Introduction 2: Multi-view Photo-consistency 3: Algorithms From Photo-Consistency to 3D Reconstruction 4: Multi-view Stereo and Structure Priors 5: Software, Best Practices, and Successful Applications 6: Limitations and Future Directions. Acknowledgements. References
