eBook - PDF

Deformable Surface 3D Reconstruction from Monocular Images

Name: Deformable Surface 3D Reconstruction from Monocular Images
ISBN: 9783031018107

English
PDF
Available on iOS & Android

eBook - PDF

Deformable Surface 3D Reconstruction from Monocular Images

About this book

Being able to recover the shape of 3D deformable surfaces from a single video stream would make it possible to field reconstruction systems that run on widely available hardware without requiring specialized devices. However, because many different 3D shapes can have virtually the same projection, such monocular shape recovery is inherently ambiguous. In this survey, we will review the two main classes of techniques that have proved most effective so far: The template-based methods that rely on establishing correspondences with a reference image in which the shape is already known, and non-rigid structure-from-motion techniques that exploit points tracked across the sequences to reconstruct a completely unknown shape. In both cases, we will formalize the approach, discuss its inherent ambiguities, and present the practical solutions that have been proposed to resolve them. To conclude, we will suggest directions for future research. Table of Contents: Introduction / Early Approaches toNon-Rigid Reconstruction / Formalizing Template-Based Reconstruction / Performing Template-Based Reconstruction / Formalizing Non-Rigid Structure from Motion / Performing Non-Rigid Structure from Motion / Future Directions

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Yes, you can access Deformable Surface 3D Reconstruction from Monocular Images by Mathieu Salzmann,Pascal Fua,Amit Roy-Chowdhury,Bi Song in PDF and/or ePUB format, as well as other popular books in Computer Science & Computer Vision & Pattern Recognition. We have over one million books available in our catalogue for you to explore.