PCDS (People Counting Dataset)

人员计数数据集的目的是计算通过指定场景的人数。在此数据集中，我们发布了一组由Kinect V1摄像机在公交车场景入口处录制的视频。每个深度视频都有其对应的RGB视频。并且每对视频都贴上标签，以表示经过现场的行人数量。
此数据集包含5,464对视频，包括深度视频和彩色视频。总共多达10,908个视频。
总共约有20,908人通过现场
这些视频记录在公共汽车的入口处。
摄像机安装在公共汽车入口的顶部。

The purpose of this people counting dataset is to count the number of individuals passing through a designated scene. In this dataset, we release a set of videos recorded by a Kinect V1 camera at the bus entrance. Each depth video has its corresponding RGB video, and each pair of videos is labeled with the number of pedestrians passing through the scene.
This dataset contains 5,464 video pairs, including depth videos and RGB (color) videos, with a total of up to 10,908 individual videos.
A total of approximately 20,908 individuals passed through the scene.
All videos were recorded at the bus entrance.
The camera was mounted at the top of the bus entrance.

搜集汇总

背景与挑战

背景概述

PCDS是一个用于人员计数的视频数据集，包含5,464对深度和RGB视频（共10,908个视频），记录了约20,908人通过公交车入口的场景。该数据集由Kinect V1摄像机采集，长安大学和西澳大学于2019年联合发布，适用于计算机视觉领域的人员计数研究。