Title
Fast deformable model-based human performance capture and FVV using consumer-grade RGB-D sensors.
Abstract
•A novel end-to-end system for fast model-based reconstruction of human actor performances into 3D mesh sequences is proposed.•The system takes as input the RGB-Depth data from multiple low-cost sensors.•It outputs a sequence of temporally-coherent textured meshes, enabling realistic Free Viewpoint Video (FVV).•The system implicitly performs human articulated motion tracking.•The framework is based on the automatic generation of a skinned model, on-line pose estimation and model deformation.
Year
DOI
Venue
2018
10.1016/j.patcog.2018.02.013
Pattern Recognition
Keywords
Field
DocType
Dynamic mesh sequences,RGB-D sensors,3D reconstruction,Articulated motion,Surface deformation,Deformable models,Free Viewpoint
Computer vision,Motion capture,Texture mapping,Fidelity,Polygon mesh,Force field (chemistry),Pattern recognition,Robustness (computer science),Artificial intelligence,RGB color model,Small set,Mathematics
Journal
Volume
Issue
ISSN
79
1
0031-3203
Citations 
PageRank 
References 
3
0.42
49
Authors
4
Name
Order
Citations
PageRank
Dimitrios S. Alexiadis131321.46
Nikolaos Zioulis23410.15
Dimitrios Zarpalas330333.96
Petros Daras41129131.72