Browsing 39-Issue 8 by Subject "Machine learning approaches"

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    • Probabilistic Character Motion Synthesis using a Hierarchical Deep Latent Variable Model 

      Ghorbani, Saeed; Wloka, Calden; Etemad, Ali; Brubaker, Marcus A.; Troje, Nikolaus F. (The Eurographics Association and John Wiley & Sons Ltd., 2020)
      We present a probabilistic framework to generate character animations based on weak control signals, such that the synthesized motions are realistic while retaining the stochastic nature of human movement. The proposed ...