時空間制御によるリアルタイム多様モーション補間
Real-time Diverse Motion In-betweening with Space-time Control
キネマティックキャラクタの多様な補間モーションを生成するデータ駆動フレームワークを提案し、時間や経路、スタイルなどの条件を注入して時空間制御を細かく行えるようにした。
著者: Yuchen Chu, Zeshi Yang
分類: cs.GR, cs.LG
原文アブストラクト
In this work, we present a data-driven framework for generating diverse in-betweening motions for kinematic characters. Our approach injects dynamic conditions and explicit motion controls into the procedure of motion transitions. Notably, this integration enables a finer-grained spatial-temporal control by allowing users to impart additional conditions, such as duration, path, style, etc., into the in-betweening process. We demonstrate that our in-betweening approach can synthesize both locomotion and unstructured motions, enabling rich, versatile, and high-quality animation generation.