@article{ART002698412},
author={Won Joo Lee},
title={A Design and Implementation of Fitness Application Based on Kinect Sensor},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2021},
volume={26},
number={3},
pages={43-50},
doi={10.9708/jksci.2021.26.03.043}
TY - JOUR
AU - Won Joo Lee
TI - A Design and Implementation of Fitness Application Based on Kinect Sensor
JO - Journal of The Korea Society of Computer and Information
PY - 2021
VL - 26
IS - 3
PB - The Korean Society Of Computer And Information
SP - 43
EP - 50
SN - 1598-849X
AB - In this paper, we design and implement KITNESS, a windows application that feeds back the accuracy of fitness motions based on Kinect sensors. The feature of this application is to use Kinect's camera and joint recognition sensor to give feedback to the user to exercise in the correct fitness position. At this time, the distance between the user and the Kinect is measured using Kinect's IR Emitter and IR Depth Sensor, and the joint, which is the user's joint position, and the Skeleton data of each joint are measured. Using this data, a certain distance is calculated for each joint position and posture of the user, and the accuracy of the posture is determined. And it is implemented so that users can check their posture through Kinect's RGB camera. That is, if the user's posture is correct, the skeleton information is displayed as a green line, and if it is not correct, the inaccurate part is displayed as a red line to inform intuitively. Through this application, the user receives feedback on the accuracy of the exercise position, so he can exercise himself in the correct position. This application classifies the exercise area into three areas: neck, waist, and leg, and increases the recognition rate of Kinect by excluding positions that Kinect does not recognize due to overlapping joints in the position of each exercise area. And at the end of the application, the last exercise is shown as an image for 5 seconds to inspire a sense of accomplishment and to continuously exercise.
KW - Kinect Sensor;Color Stream;Depth Stream;Skeleton Stream;Joint;Fitness
DO - 10.9708/jksci.2021.26.03.043
ER -
Won Joo Lee. (2021). A Design and Implementation of Fitness Application Based on Kinect Sensor. Journal of The Korea Society of Computer and Information, 26(3), 43-50.
Won Joo Lee. 2021, "A Design and Implementation of Fitness Application Based on Kinect Sensor", Journal of The Korea Society of Computer and Information, vol.26, no.3 pp.43-50. Available from: doi:10.9708/jksci.2021.26.03.043
Won Joo Lee "A Design and Implementation of Fitness Application Based on Kinect Sensor" Journal of The Korea Society of Computer and Information 26.3 pp.43-50 (2021) : 43.
Won Joo Lee. A Design and Implementation of Fitness Application Based on Kinect Sensor. 2021; 26(3), 43-50. Available from: doi:10.9708/jksci.2021.26.03.043
Won Joo Lee. "A Design and Implementation of Fitness Application Based on Kinect Sensor" Journal of The Korea Society of Computer and Information 26, no.3 (2021) : 43-50.doi: 10.9708/jksci.2021.26.03.043
Won Joo Lee. A Design and Implementation of Fitness Application Based on Kinect Sensor. Journal of The Korea Society of Computer and Information, 26(3), 43-50. doi: 10.9708/jksci.2021.26.03.043
Won Joo Lee. A Design and Implementation of Fitness Application Based on Kinect Sensor. Journal of The Korea Society of Computer and Information. 2021; 26(3) 43-50. doi: 10.9708/jksci.2021.26.03.043
Won Joo Lee. A Design and Implementation of Fitness Application Based on Kinect Sensor. 2021; 26(3), 43-50. Available from: doi:10.9708/jksci.2021.26.03.043
Won Joo Lee. "A Design and Implementation of Fitness Application Based on Kinect Sensor" Journal of The Korea Society of Computer and Information 26, no.3 (2021) : 43-50.doi: 10.9708/jksci.2021.26.03.043
