English

The SPHERE Challenge: Activity Recognition with Multimodal Sensor Data

Computers and Society 2016-03-21 v3 Human-Computer Interaction

Abstract

This paper outlines the Sensor Platform for HEalthcare in Residential Environment (SPHERE) project and details the SPHERE challenge that will take place in conjunction with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery (ECML-PKDD) between March and July 2016. The SPHERE challenge is an activity recognition competition where predictions are made from video, accelerometer and environmental sensors. Monetary prizes will be awarded to the top three entrants, with Euro 1,000 being awarded to the winner, Euro 600 being awarded to the first runner up, and Euro 400 being awarded to the second runner up.

Cite

@article{arxiv.1603.00797,
  title  = {The SPHERE Challenge: Activity Recognition with Multimodal Sensor Data},
  author = {Niall Twomey and Tom Diethe and Meelis Kull and Hao Song and Massimo Camplani and Sion Hannuna and Xenofon Fafoutis and Ni Zhu and Pete Woznowski and Peter Flach and Ian Craddock},
  journal= {arXiv preprint arXiv:1603.00797},
  year   = {2016}
}

Comments

Paper describing dataset. 11 pages; 4 figures

R2 v1 2026-06-22T13:02:22.920Z