ExPI

我们收集了exci (Extreme Pose Interaction)，这是一个新的基于实验室的人交互数据集，由专业舞者执行Lindy-hop舞蹈动作，其中包含带有30k帧的115个序列，并带有3D身体姿势和形状。我们在exci上彻底评估了我们的交叉交互网络，并表明在短期和长期预测中，它始终优于单人运动预测的最新方法。We collected EXCI (Extreme Pose Interaction), a novel lab-based human interaction dataset. It consists of 115 sequences with a total of 30,000 frames, where professional dancers perform Lindy-hop dance movements, and includes 3D body poses and shapes. We thoroughly evaluated our Cross-Interaction Network on EXCI, demonstrating that it consistently outperforms state-of-the-art single-person motion prediction methods in both short-term and long-term motion prediction tasks.

搜集汇总

背景与挑战

背景概述

ExPI是一个包含专业舞者Lindy-hop舞蹈动作的交互数据集，具有30k帧的3D身体姿势和形状标注，用于运动预测研究。