Real-Time Enhancement of Dynamic Depth Videos with Non-Rigid Deformations

@article{Ismaeil2017RealTimeEO,
  title={Real-Time Enhancement of Dynamic Depth Videos with Non-Rigid Deformations},
  author={Kassem Al Ismaeil and Djamila Aouada and Thomas Solignac and Bruno Mirbach and Bj{\"o}rn E. Ottersten},
  journal={IEEE Transactions on Pattern Analysis and Machine Intelligence},
  year={2017},
  volume={39},
  pages={2045-2059}
}
We propose a novel approach for enhancing depth videos containing non-rigidly deforming objects. Depth sensors are capable of capturing depth maps in real-time but suffer from high noise levels and low spatial resolutions. While solutions for reconstructing 3D details in static scenes, or scenes with rigid global motions have been recently proposed, handling unconstrained non-rigid deformations in relative complex scenes remains a challenge. Our solution consists in a recursive dynamic multi… CONTINUE READING

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References

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SHOWING 1-10 OF 59 REFERENCES

Kinect Deform: Enhanced 3D Reconstruction of Non-rigidly Deforming Objects

  • 2014 2nd International Conference on 3D Vision
  • 2014
VIEW 4 EXCERPTS
HIGHLY INFLUENTIAL

Dynamic super resolution of depth sequences with non-rigid motions

  • 2013 IEEE International Conference on Image Processing
  • 2013
VIEW 7 EXCERPTS
HIGHLY INFLUENTIAL

LidarBoost: Depth superresolution for ToF 3D shape scanning

  • 2009 IEEE Conference on Computer Vision and Pattern Recognition
  • 2009
VIEW 4 EXCERPTS
HIGHLY INFLUENTIAL

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