Deformable Surface 3D Reconstruction from Monocular Images

Deformable Surface 3D Reconstruction from Monocular Images
Title Deformable Surface 3D Reconstruction from Monocular Images PDF eBook
Author Amit Roy-Chowdhury
Publisher Springer Nature
Pages 99
Release 2022-05-31
Genre Computers
ISBN 3031018109

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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 to Non-Rigid Reconstruction / Formalizing Template-Based Reconstruction / Performing Template-Based Reconstruction / Formalizing Non-Rigid Structure from Motion / Performing Non-Rigid Structure from Motion / Future Directions

Deformable Surface 3D Reconstruction from Monocular Images

Deformable Surface 3D Reconstruction from Monocular Images
Title Deformable Surface 3D Reconstruction from Monocular Images PDF eBook
Author Mathieu Salzmann
Publisher Morgan & Claypool Publishers
Pages 114
Release 2011
Genre Computers
ISBN 1608455831

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7. Future directions -- Bibliography -- Authors' biographies.

Intelligent Computing Methodologies

Intelligent Computing Methodologies
Title Intelligent Computing Methodologies PDF eBook
Author De-Shuang Huang
Publisher Springer
Pages 883
Release 2014-07-05
Genre Computers
ISBN 3319093398

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This book – in conjunction with the volumes LNCS 8588 and LNBI 8590 – constitutes the refereed proceedings of the 10th International Conference on Intelligent Computing, ICIC 2014, held in Taiyuan, China, in August 2014. The 85 papers of this volume were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections such as soft computing; artificial bee colony algorithms; unsupervised learning; kernel methods and supporting vector machines; machine learning; fuzzy theory and algorithms; image processing; intelligent computing in computer vision; intelligent computing in communication networks; intelligent image/document retrievals; intelligent data analysis and prediction; intelligent agent and Web applications; intelligent fault diagnosis; knowledge representation/reasoning; knowledge discovery and data mining; natural language processing and computational linguistics; next gen sequencing and metagenomics; intelligent computing in scheduling and engineering optimization; advanced modeling, control and optimization techniques for complex engineering systems; complex networks and their applications; time series forecasting and analysis using artificial neural networks; computer human interaction using multiple visual cues and intelligent computing; biometric system and security for intelligent computing.

Advances in Photometric 3D-Reconstruction

Advances in Photometric 3D-Reconstruction
Title Advances in Photometric 3D-Reconstruction PDF eBook
Author Jean-Denis Durou
Publisher Springer Nature
Pages 239
Release 2020-09-16
Genre Computers
ISBN 3030518663

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This book presents the latest advances in photometric 3D reconstruction. It provides the reader with an overview of the state of the art in the field, and of the latest research into both the theoretical foundations of photometric 3D reconstruction and its practical application in several fields (including security, medicine, cultural heritage and archiving, and engineering). These techniques play a crucial role within such emerging technologies as 3D printing, since they permit the direct conversion of an image into a solid object. The book covers both theoretical analysis and real-world applications, highlighting the importance of deepening interdisciplinary skills, and as such will be of interest to both academic researchers and practitioners from the computer vision and mathematical 3D modeling communities, as well as engineers involved in 3D printing. No prior background is required beyond a general knowledge of classical computer vision models, numerical methods for optimization, and partial differential equations.

Advances in Visual Computing

Advances in Visual Computing
Title Advances in Visual Computing PDF eBook
Author George Bebis
Publisher Springer
Pages 989
Release 2014-12-02
Genre Computers
ISBN 3319143646

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The two volume set LNCS 8887 and 8888 constitutes the refereed proceedings of the 10th International Symposium on Visual Computing, ISVC 2014, held in Las Vegas, NV, USA. The 74 revised full papers and 55 poster papers presented together with 39 special track papers were carefully reviewed and selected from more than 280 submissions. The papers are organized in topical sections: Part I (LNCS 8887) comprises computational bioimaging, computer graphics; motion, tracking, feature extraction and matching, segmentation, visualization, mapping, modeling and surface reconstruction, unmanned autonomous systems, medical imaging, tracking for human activity monitoring, intelligent transportation systems, visual perception and robotic systems. Part II (LNCS 8888) comprises topics such as computational bioimaging , recognition, computer vision, applications, face processing and recognition, virtual reality, and the poster sessions.

Advances in Machine Learning Research and Application: 2012 Edition

Advances in Machine Learning Research and Application: 2012 Edition
Title Advances in Machine Learning Research and Application: 2012 Edition PDF eBook
Author
Publisher ScholarlyEditions
Pages 1934
Release 2012-12-26
Genre Computers
ISBN 1464990697

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Advances in Machine Learning Research and Application / 2012 Edition is a ScholarlyEditions™ eBook that delivers timely, authoritative, and comprehensive information about Machine Learning. The editors have built Advances in Machine Learning Research and Application / 2012 Edition on the vast information databases of ScholarlyNews.™ You can expect the information about Machine Learning in this eBook to be deeper than what you can access anywhere else, as well as consistently reliable, authoritative, informed, and relevant. The content of Advances in Machine Learning Research and Application / 2012 Edition has been produced by the world’s leading scientists, engineers, analysts, research institutions, and companies. All of the content is from peer-reviewed sources, and all of it is written, assembled, and edited by the editors at ScholarlyEditions™ and available exclusively from us. You now have a source you can cite with authority, confidence, and credibility. More information is available at http://www.ScholarlyEditions.com/.

Computer Vision -- ECCV 2010

Computer Vision -- ECCV 2010
Title Computer Vision -- ECCV 2010 PDF eBook
Author Kostas Daniilidis
Publisher Springer Science & Business Media
Pages 833
Release 2010-08-30
Genre Computers
ISBN 364215557X

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The six-volume set comprising LNCS volumes 6311 until 6313 constitutes the refereed proceedings of the 11th European Conference on Computer Vision, ECCV 2010, held in Heraklion, Crete, Greece, in September 2010. The 325 revised papers presented were carefully reviewed and selected from 1174 submissions. The papers are organized in topical sections on object and scene recognition; segmentation and grouping; face, gesture, biometrics; motion and tracking; statistical models and visual learning; matching, registration, alignment; computational imaging; multi-view geometry; image features; video and event characterization; shape representation and recognition; stereo; reflectance, illumination, color; medical image analysis.