Composable activities dataset 动作识别数据集

Composable activities dataset 由 693 个视频组成，这些视频包含了由 14 个演员表演的 16 类活动。每个活动由 3 到 11 个原子动作 (atomic actions) 组成。每个序列的 RGB-D 数据是用 Microsoft Kinect 传感器采集的，并估计了相关身体关节的位置。

The Composable Activities Dataset consists of 693 videos featuring 16 categories of activities performed by 14 actors. Each activity is composed of 3 to 11 atomic actions. RGB-D data for each sequence was collected using a Microsoft Kinect sensor, and the positions of the associated body joints were estimated.

搜集汇总

背景与挑战

背景概述

Composable Activities Dataset 是一个用于动作识别的数据集，包含693个视频，由14位演员表演16类活动，每个活动由3到11个原子动作组成。数据通过Microsoft Kinect传感器采集，提供RGB-D信息、身体关节位置以及每帧中四个身体部位的动作标注。