Basketball activity recognition using wearable inertial measurement units

LNN Nguyen, D Rodríguez-Martín, A Català… - Proceedings of the XVI …, 2015 - dl.acm.org
The analysis and evaluation of human movement is a growing research area within the field
of sports monitoring. This analysis can help support the enhancement of an athlete's …

Automatic activity classification and movement assessment during a sports training session using wearable inertial sensors

A Ahmadi, E Mitchell, F Destelle… - … on Wearable and …, 2014 - ieeexplore.ieee.org
Motion analysis technologies have been widely used to monitor the potential for injury and
enhance athlete performance. However, most of these technologies are expensive, can only …

A distributed wearable, wireless sensor system for evaluating professional baseball pitchers and batters

M Lapinski, E Berkson, T Gill, M Reinold… - 2009 International …, 2009 - ieeexplore.ieee.org
This paper introduces a compact, wireless, wearable system that measures signals
indicative of forces, torques and other descriptive and evaluative features that the human …

A benchmark dataset to evaluate sensor displacement in activity recognition

O Baños, M Damas, H Pomares, I Rojas… - Proceedings of the …, 2012 - dl.acm.org
This work introduces an open benchmark dataset to investigate inertial sensor displacement
effects in activity recognition. While sensor position displacements such as rotations and …

Activity recognition using inertial sensing for healthcare, wellbeing and sports applications: A survey

A Avci, S Bosch, M Marin-Perianu… - … on architecture of …, 2010 - ieeexplore.ieee.org
This paper surveys the current research directions of activity recognition using inertial
sensors, with potential application in healthcare, wellbeing and sports. The analysis of …

Toward automatic activity classification and movement assessment during a sports training session

A Ahmadi, E Mitchell, C Richter… - IEEE Internet of …, 2014 - ieeexplore.ieee.org
Motion analysis technologies have been widely used to monitor the potential for injury and
enhance athlete performance. However, most of these technologies are expensive, can only …

weSport: Utilising wrist-band sensing to detect player activities in basketball games

L Bai, C Efstratiou, CS Ang - 2016 IEEE International …, 2016 - ieeexplore.ieee.org
Wristbands have been traditionally designed to track the activities of a single person.
However there is an opportunity to utilize the sensing capabilities of wristbands to offer …

Spine versus porcupine: A study in distributed wearable activity recognition

K Van Laerhoven, HW Gellersen - … International Symposium on …, 2004 - ieeexplore.ieee.org
This paper seeks to explore an alternative and more embedded-oriented approach to the
recognition of a person's motion and pose, using sensor types that can easily be distributed …

Basketball movements recognition using a wrist wearable inertial measurement unit

R Ma, D Yan, H Peng, T Yang, X Sha… - 2018 IEEE 1st …, 2018 - ieeexplore.ieee.org
The traditional basketball training is unable to be quantified and shared with others for it
heavily relies on the coach's experience. In this paper, we develop an inertial measurement …

Combining inertial and visual sensing for human action recognition in tennis

C Ó Conaire, D Connaghan, P Kelly… - Proceedings of the first …, 2010 - dl.acm.org
In this paper, we present a framework for both the automatic extraction of the temporal
location of tennis strokes within a match and the subsequent classification of these as being …