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Titlebook: Deformable Surface 3D Reconstruction from Monocular Images; Mathieu Salzmann,Pascal Fua Book 2011 Springer Nature Switzerland AG 2011

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发表于 2025-3-21 19:54:47 | 显示全部楼层 |阅读模式
书目名称Deformable Surface 3D Reconstruction from Monocular Images
编辑Mathieu Salzmann,Pascal Fua
视频video
丛书名称Synthesis Lectures on Computer Vision
图书封面Titlebook: Deformable Surface 3D Reconstruction from Monocular Images;  Mathieu Salzmann,Pascal Fua Book 2011 Springer Nature Switzerland AG 2011
描述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 Moti
出版日期Book 2011
版次1
doihttps://doi.org/10.1007/978-3-031-01810-7
isbn_softcover978-3-031-00682-1
isbn_ebook978-3-031-01810-7Series ISSN 2153-1056 Series E-ISSN 2153-1064
issn_series 2153-1056
copyrightSpringer Nature Switzerland AG 2011
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发表于 2025-3-21 21:58:01 | 显示全部楼层
Book 2011e 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 Moti
发表于 2025-3-22 03:40:05 | 显示全部楼层
2153-1056 emplate-Based Reconstruction / Performing Template-Based Reconstruction / Formalizing Non-Rigid Structure from Motion / Performing Non-Rigid Structure from Moti978-3-031-00682-1978-3-031-01810-7Series ISSN 2153-1056 Series E-ISSN 2153-1064
发表于 2025-3-22 08:25:58 | 显示全部楼层
978-3-031-00682-1Springer Nature Switzerland AG 2011
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Formalizing Non-Rigid Structure from Motion,ingle input image, given that another image in which the shape is known can be used as a reference. However, in practice, such a reference may not always be available and there is a need for methods that can operate without one.
发表于 2025-3-23 02:33:50 | 显示全部楼层
Future Directions,iven point correspondences. The former can be made very reliable when a template is available but are of course inappropriate otherwise, which is often the case in practice.When video sequences are available, the latter can be invoked instead and are very effective when the deformations are not too complex.
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