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.<div><br></div><div>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.</div><div><br></div><div>[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.</div><div><br></div>