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WorldCist'18 - 6th World Conference on Information Systems and Technologies

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Accuracy and Performance Analysis of Time Coherent 3D Animation Reconstruction from RGB-D Video

We present an accuracy and performance analysis of Time Coherent 3D Animation Reconstruction methods from RGB-D video. We analyze the existing methods that can reconstruct a time coherent 3D animation using RGB-D video. We also present a modified algorithm using only the RGB data that extends the analysis of existing methods. We show that using all the methods it is possible to reconstruct a time-coherent 3D animation using either only the color data, color and depth data, or only the depth data. We compare all the methods using a number of error measures and analyze the strength and weaknesses of each method in terms of their accuracy and runtime performance. Our analysis demonstrates that given RGB-D video data, it is possible to select the best algorithm for time coherent 3D animation reconstruction under a number of constraints in terms of the required accuracy and runtime performance.

Naveed Ahmed
University of Sharjah
United Arab Emirates


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