Group Activity Recognition using Unreliable Tracked Pose

no code implementations • 6 Jan 2024 • Haritha Thilakarathne, Aiden Nibali, Zhen He, Stuart Morgan

Group activity recognition in video is a complex task due to the need for a model to recognise the actions of all individuals in the video and their complex interactions.

Group Activity Recognition Optical Flow Estimation

Pose is all you need: The pose only group activity recognition system (POGARS)

no code implementations • 9 Aug 2021 • Haritha Thilakarathne, Aiden Nibali, Zhen He, Stuart Morgan

We introduce a novel deep learning based group activity recognition approach called the Pose Only Group Activity Recognition System (POGARS), designed to use only tracked poses of people to predict the performed group activity.

Action Classification Activity Prediction +2