Deep motifs and motion signatures

Article English OPEN
Aristidou Andreas; Cohen-Or Daniel; Hodgins Jessica K; Chrysanthou Yiorgos; Shamir Ariel;
  • Journal: ACM Transactions on Graphics, volume 37, issue 6, pages 1-13 (issn: 07300301)
  • Publisher copyright policies & self-archiving
  • Related identifiers: doi: 10.1145/3272127.3275038
  • Subject: Motion processing | Motif | Motion capture | Motion Signature | Motion Word | Convolutional Network, | Animation | Triplet Loss

Many analysis tasks for human motion rely on high-level similarity between sequences of motions, that are not an exact matches in joint angles, timing, or ordering of actions. Even the same movements performed by the same person can vary in duration and speed. Similar m... View more
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