Intelligent Sensing Lab Dataset (ISLD) for Posture-based Human Action Recognition based on Pose Data

Intelligent Sensing Lab Dataset (ISLD), Matlab sequences for Human Action Recognition based on Video Sequences.This dataset contains pose data recorded in the Intelligent Sensing Lab, Newcastle University, for posture/based Human Action Recognition (HAR), along with original RGB data. The dataset has been used to support results in [1]. Poses are obtained by using OpenPose.[1] F. Angelini, Z. Fu, Y. Long, L. Shao and S. M. Naqvi, "2D Pose-Based Real-Time Human Action Recognition With Occlusion-Handling," in IEEE Transactions on Multimedia, vol. 22, no. 6, pp. 1433-1446, June 2020, doi: 10.1109/TMM.2019.2944745.

智能感知实验室数据集（ISLD），基于视频序列的人类动作识别的 Matlab 序列。该数据集收录了纽卡斯尔大学智能感知实验室记录的姿态数据，旨在实现基于姿态的人类动作识别（HAR），并附带原始 RGB 数据。该数据集已用于支撑文献[1]中的研究结果。[1] F. Angelini, Z. Fu, Y. Long, L. Shao 和 S. M. Naqvi, "基于遮挡处理的二维姿态实时人类动作识别," 发表于 IEEE 传输多媒体期刊，第 22 卷，第 6 期，第 1433-1446 页，2020 年 6 月，DOI: 10.1109/TMM.2019.2944745。姿态数据通过 OpenPose 获取。