MSRDailyActivity3D 日常活动数据集

MSRDailyActivity3D 是一个由 Kinect 设备获取的日常活动数据的集合，用以进行人体行为识别的研究。该数据集的活动样本总数为 320 个，涵盖了喝酒、吃饭、看书、打电话、弹吉他等 16 种日常活动的类型。该数据集旨在将人类在客厅的日常活动都囊括进来，当志愿者站在沙发附近或坐在沙发上时，由谷歌跟踪器提取的三维关节位置是非常嘈杂的。另外，该数据集的大部分活动还涉及了人物交互的内容，因而更挑战性。

MSRDailyActivity3D is a collection of daily activity data acquired via Kinect devices, intended for human action recognition research. The dataset contains a total of 320 activity samples, covering 16 categories of daily activities including drinking, eating, reading, making phone calls, playing the guitar, and so on. It aims to encompass all daily human activities conducted in a living room setting. When volunteers stand near a sofa or sit on it, the 3D joint positions extracted by the Google tracker are highly noisy. Additionally, most of the activities in this dataset involve human-object interactions, making the dataset more challenging.

搜集汇总

背景与挑战

背景概述

MSRDailyActivity3D是一个由Kinect设备获取的日常活动数据集，包含320个样本，涵盖16种活动类型，用于人体行为识别研究。数据集特点是包含人物交互内容且数据较为嘈杂，增加了研究难度。