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Animation and Performance Capture Using Digitized Models

by Aguiar, Edilson.
Authors: SpringerLink (Online service) Series: Cognitive Systems Monographs, 1867-4925 ; . 5 Physical details: XVI, 170p. online resource. ISBN: 3642103162 Subject(s): Computer science. | Computer vision. | Computer graphics. | Computer Science. | Computer Graphics. | Computer Imaging, Vision, Pattern Recognition and Graphics. | Image Processing and Computer Vision. | Computer Applications.
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E-Book E-Book AUM Main Library 006.6 (Browse Shelf) Not for loan

I: Background and Basic Definitions -- Preliminary Techniques -- Interactive Shape Deformation and Editing Methods -- Recording Studio: Data Acquisition and Data Processing -- II: Natural Animation of Digitized Models -- Problem Statement and Preliminaries -- Poisson-Based Skeleton-Less Character Animation -- Laplacian-Based Skeleton-Less Character Animation -- III: Towards Performance Capture Using Deformable Mesh Tracking -- Problem Statement and Preliminaries -- Video-Based Tracking of Scanned Humans -- Feature Tracking for Mesh-Based Performance Capture -- Video-Based Performance Capture -- High-Quality 3D Videos -- IV: Processing Mesh Animations -- Problem Statement and Preliminaries -- Reconstructing Fully-Rigged Characters -- Designing Non-photorealistic Animation Collages -- Conclusions.

The realistic generation of virtual doubles of real-world actors has been the focus of computer graphics research for many years. However, some problems still remain unsolved: it is still time-consuming to generate character animations using the traditional skeleton-based pipeline, passive performance capture of human actors wearing arbitrary everyday apparel is still challenging, and until now, there is only a limited amount of techniques for processing and modifying mesh animations, in contrast to the huge amount of skeleton-based techniques. In this work, we propose algorithmic solutions to each of these problems. First, two efficient mesh-based alternatives to simplify the overall character animation process are proposed. Although abandoning the concept of a kinematic skeleton, both techniques can be directly integrated in the traditional pipeline, generating animations with realistic body deformations. Thereafter, three passive performance capture methods are presented which employ a deformable model as underlying scene representation. The techniques are able to jointly reconstruct spatio-temporally coherent time-varying geometry, motion, and textural surface appearance of subjects wearing loose and everyday apparel. Moreover, the acquired high-quality reconstructions enable us to render realistic 3D Videos. At the end, two novel algorithms for processing mesh animations are described. The first one enables the fully-automatic conversion of a mesh animation into a skeletonbased animation and the second one automatically converts a mesh animation into an animation collage, a new artistic style for rendering animations. The methods described in this book can be regarded as solutions to specific problems or important building blocks for a larger application. As a whole, they form a powerful system to accurately capture, manipulate and realistically render real-world human performances, exceeding the capabilities of many related capture techniques. By this means, we are able to correctly capture the motion, the time-varying details and the texture information of a real human performing, and transform it into a fully-rigged character animation, that can be directly used by an animator, or use it to realistically display the actor from arbitrary viewpoints.

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