Skeleton-Aided Articulated Motion Generation

@article{Yan2017SkeletonAidedAM,
  title={Skeleton-Aided Articulated Motion Generation},
  author={Yichao Yan and Jingwei Xu and B. Ni and Wendong Zhang and X. Yang},
  journal={Proceedings of the 25th ACM international conference on Multimedia},
  year={2017}
}
  • Yichao Yan, Jingwei Xu, +2 authors X. Yang
  • Published 2017
  • Computer Science
  • Proceedings of the 25th ACM international conference on Multimedia
  • This work makes the first attempt to generate articulated human motion sequence from a single image. [...] Key Method As the proposed framework is capable of jointly exploiting the image appearance space and articulated/kinematic motion space, it generates realistic articulated motion sequence, in contrast to most previous video generation methods which yield blurred motion effects. We test our model on two human action datasets including KTH and Human3.6M, and the proposed framework generates very promising…Expand Abstract
    48 Citations

    Figures, Tables, and Topics from this paper

    Explore Further: Topics Discussed in This Paper

    A Robust Pose Transformational GAN for Pose Guided Person Image Synthesis
    • PDF
    Structure-Aware Human-Action Generation
    • 1
    • PDF
    Attentional Adversarial Variational Video Generation via Decomposing Motion and Content
    • 1
    • PDF
    Deep Video Generation, Prediction and Completion of Human Action Sequences
    • 72
    • PDF
    Generating Human Action Videos by Coupling 3D Game Engines and Probabilistic Graphical Models
    • 1
    • PDF
    Cross-modality motion parameterization for fine-grained video prediction
    Soft-Gated Warping-GAN for Pose-Guided Person Image Synthesis
    • 69
    • PDF
    Part-Preserving Pose Manipulation for Person Image Synthesis
    • 3

    References

    SHOWING 1-2 OF 2 REFERENCES
    Generating Videos with Scene Dynamics
    • 860
    • Highly Influential
    • PDF
    Image-to-Image Translation with Conditional Adversarial Networks
    • 7,433
    • Highly Influential
    • PDF