Title Advances in photometric 3D-reconstruction / Jean-Denis Durou, Maurizio Falcone, Yvain Quéau, Silvia Tozza, editors

Published Cham, Switzerland : Springer, [2020]

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Description 1 online resource Series Advances in Computer Vision and Pattern Recognition, 2191-6586 Advances in computer vision and pattern recognition, 2191-6586 Contents 1. A Comprehensive Introduction to Photometric 3D-Reconstruction -- 2. Perspective Shape from Shading an Exposition on Recent Works with New Experiments -- 3. RGBD-Fusion: Depth Refinement for Diffuse and Specular Objects -- 4. Non-Rigid Structure from Motion and Shading -- 5. On the Well-Posedness of Uncalibrated Photometric Stereo Under General Lighting Summary 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 Notes Includes index Subject Three-dimensional imaging. Optical data processing. Mathematical models. Machine learning. Imaging, Three-Dimensional Models, Theoretical Machine Learning three-dimensional. mathematical models. Mathematical modelling. Machine learning. Image processing. Mathematics -- Applied. Computers -- Intelligence (AI) & Semantics. Computers -- Computer Graphics. Three-dimensional imaging Machine learning Mathematical models Optical data processing Form Electronic book Author Durou, Jean-Denis Falcone, Maurizio. Quéau, Yvain Tozza, Silvia ISBN 9783030518660 3030518663

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