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

dataset

posted on 2021-03-04, 10:27 authored by Federico AngeliniFederico Angelini, Syed Mohsen Naqvi

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.