Essays about: "data-driven motion synthesis"

Found 2 essays containing the words data-driven motion synthesis.

  1. 1. A study of transfer learning on data-driven motion synthesis frameworks

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Nuo Chen; [2022]
    Keywords : Transfer learning; data-driven motion synthesis; objective-driven motion generation; rig-agnostic encoding; deep learning-based clustering model; procedural animation; Kunskapsöverföring; data-driven rörelsesyntetisering; procedurell animation; mål-driven animation-genereringsmodel; rig-agnostisk-kodning; djupinlärningsbaserad klusteringsmodel;

    Abstract : Various research has shown the potential and robustness of deep learning-based approaches to synthesise novel motions of 3D characters in virtual environments, such as video games and films. The models are trained with the motion data that is bound to the respective character skeleton (rig). READ MORE

  3. 2. Self-supervised monocular depth estimation for dynamic scenes

    University essay from Lunds universitet/Matematik LTH

    Author : Jonathan Lindberg; [2021]
    Keywords : Mathematics and Statistics;

    Abstract : Estimating depth from an image is an ill-fitted problem, since we project a three-dimensional space to a two-dimensional image. However, human can estimate a plausible depth from only a single eye and often are we relaying on this for quick estimation of moving objects. READ MORE