• Journal of the Korea Society of Computer and Information
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• v.26 no.10
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• pp.53-59
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• 2021

In this paper, we propose a system that can perform dumbbell exercise by recognizing the weight of dumbbells without wearing and device. With the development of virtual reality technnology, many studies are being conducted to simulate the pysical feedback of the real world in the virtual world. Accurate motion recognition is important to the elderly for rehabilitation exercises. They cannot lift heavy dumbbells. For rehabilitation exercise, correct body movement according to an appropriate weight must be performed. We use a machine learning algorithm for the accuracy of motion data input in real time. As an experiment, we was test three types of bicep, double, shoulder exercise and verified accuracy of exercise. In addition, we made a virtual gym game to actually apply these exercise in virtual reality.

• Journal of Korea Multimedia Society
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• v.16 no.2
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• pp.254-268
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• 2013

This paper presents an augmented reality (AR) based rehabilitation exercise system to enhance the motor function of the hands for the paretic/hemi-paretic patient. The existing rehabilitation systems rely on mechanical apparatus for palsy rehabilitation, but we aim to use the rehabilitation system at home with easy configuration and minimized equipment by the computer vision based approach. The proposed method evaluates the interaction status of the fingertip action by using the position and the contact of the fingertip markers. We obtain the 2D positions of the fingertip markers from a single camera, and then transform the 3D positions from the calibrated camera space by using an ARToolKit marker. We adopt simple geometric calculation by the conversion of the 2D interest points into the 3D interaction points for the simple interactive task in AR environment. Some experimental results show that the proposed method is practical and simply applicable to the applications with personal AR interaction.

• Journal of the Korea Academia-Industrial cooperation Society
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• v.20 no.2
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• pp.267-274
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• 2019

To investigate the effect of high-intensity interval training (HIIT) on the outcomes of cardiac rehabilitation(CR) in elderly and younger patients with myocardial infarction(MI). Of the MI patients who received hospital-based CR from 2015 to 2017, we retrospectively reviewed the medical records of the patients who continued follow-up through the outpatient clinic. A total of 39 patients (20 elderly patients (${\geq}60year$($64.1{\pm}3.6$)) and 19 younger patients (< 60 year($55.6{\pm}2.3$)) was included in this study. The HIIT program was composed of 10 minutes of warm-up, 30 minutes of interval aerobic exercise, and 10 minutes of cool down. The aerobic exercise based on their initial exercise tolerance test outcome consisted of 3-minute usual intensity phase (60-70% of heart rate/VO2 reserve) and 4-minute of high-intensity phase (70-90% of heart rate/VO2 reserve). Exercise capacity was measured by exercise tests before and after hospital- based CR. Before CR, elderly group had a significantly lower exercise capacity in Exercise time, peak VO2, METs, Anaerobic threshold, VEmax, 02pulse than younger group. Both group showed similar improvement of cardiopulmonary exercise capacity after CR. And HIIT is safe and effective in elderly patients. It is considered necessary to further expansion for the participation of high intensity interval training in elderly patients.

• Journal of the Korea Convergence Society
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• v.8 no.7
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• pp.349-356
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• 2017

The purpose of this study is to provide guidelines for effective osteoarthritis passive aquatic rehabilitation program and form of exercise prescription through passive aquatic rehabilitation exercise for 24 weeks for women with osteoarthritis. The subjects of this study were the passive aquatic rehabilitation group (CG, n = 10) and the control group (AREG, n = 10) among the subjects who had been diagnosed with osteoarthritis by the K orthopedic surgeon and visited the hospital more than 3 times were selected. The results of this study showed that the change of shoulder height in the group was significantly different in passive aquatic rehabilitation exercise group (p <.001). There were significant differences in passive aquatic rehabilitation exercise group (p <.001) between the groups with inhaled sacpula patterns. Changes in the pelvis patterns inferior pattern of the left and right pelvis patterns in the group were significantly different in passive aquatic rehabilitation exercise group (p <.001).

• Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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• 2017.05a
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• pp.505-506
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• 2017

본 연구는 기존 재활치료전문가의 경험 기반 재활치료 훈련기법에서 진일보하여 보다 객관적인 데이터 기반의 효율적인 재활치료 지원이 가능한 보조시스템을 개발하고자 하였다. 근육의 움직임에 따른 활동전위를 측정하는 근전도와 실제 근육의 움직임에 따른 활동 상태를 가속도 및 자이로센서를 활용하여 측정함으로써 재활치료 시 보다 객관화된 데이터의 축적과 치료계획의 수립이 가능하다. 이를 위하여 본 연구에서는 재활치료 중 근전도 신호와 가속도, 자이로 센서를 결합한 재활운동효과 모니터링 시스템을 구현하였다. 그리고 구현된 시스템의 성능평가를 위해 피실험자 5명을 대상으로 다양한 재활치료 운동방법별 근전도 신호와 가속도 및 자이로센서 신호를 측정 및 분석하였다.

• Journal of the Korea Convergence Society
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• v.9 no.4
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• pp.409-421
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• 2018

The purpose of this study was to examine the effects of shoulder rehabilitation exercise convergence program. This study used a nonequivalent control group pretest-posttest design. A sample of 58 patients undergoing shoulder surgery, was included. The experimental group was given shoulder rehabilitation exercise convergence program including audiovisual education, shoulder rehabilitation exercise and exercise monitoring. The data were collected using a structured questionnaire and measured range of motion(ROM) of shoulder joint and were analyzed using descriptive statistics, ${\chi}^2-test$, t-test and ANCOVA. The experimental group reported significantly lower shoulder pain than control group(p<.001). Shoulder joint ROM and exercise self-efficacy were significantly higher in the experimental group than in the control group(p=.038; p<.001). This findings indicate that shoulder rehabilitation exercise convergence program can be an effective intervention for shoulder surgery patients. Continued development of convergence interventions for patients undergoing various conditions in practice, is suggested.

• The Journal of the Korea Contents Association
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• v.10 no.3
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• pp.271-281
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• 2010

Background: This research has been carried out to analyze presupposition factors which influence factors on Rehabilitation Exercise practice in Elderly limited Activities of Daily-Living an Anlaysis based on Theory of Planned Behavior to support to induce Rehabilitation Exercise behavior. Method: From the geriatric hospitals in Pusan and Kyungnam, 316 elderly who has ADL Disability participated in the study. We did 1st questionnaire investigation. We provided them 4 weeks of Rehabilitation Exercise training, and 2 weeks later we collected 2nd questionnaire sheet to confirm their Rehabilitation Exercise behavior practice and analysed. Results: In this research relative influence to behavioral intention for Rehabilitation Exercise headed by attitude toward the behavior(.61), perceived behavior control(-.56) and subjective norm(.27)these results were slightly different from other research, in case of perceived behavior control was low but on attitude toward the behavior it showed high in results. It's older have strong subjectivities and has not change their mind, the old's behavioral intention is expressed as an attitude toward the behavior. Rehabilitation Exercise Practice of Elder should prioritize to have the health belief which is positive, As a result it will be regarded to expect the maximum effect.

• Proceedings of the Korean Society of Computer Information Conference
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• 2016.07a
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• pp.129-130
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• 2016

본 연구는 재미있고 건강한 삶을 추구하는 현대인들이 누구나 즐길 수 있고 재활운동까지 가능하도록 간단한 소도구 운동기구와 결합된 이용자 맞춤형 리듬게임 콘텐츠를 설계한 것이다. 본 시스템은 센서가 부착된 소도구 운동기구와의 인터랙티브를 통해 사용자의 건강상태를 점검할 수 있는 사용자 분석용 콘텐츠와 사용자 건강 상태별로 운동 목표 설정, 종류, 난이도 등의 선별 기능으로 운동 효과를 극대화 할 수 있게 설계되었다. 또한 콘텐츠에 따른 음악, 동작 등의 다양화, 플레이 결과에 따른 점수(확장형의 경우 N/W 에 의한 플레이어 상호간 경쟁유도) 등으로 이용자에게 몰입과 재미를 제공하도록 설계하였다.

• Proceedings of the Korea Information Processing Society Conference
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• 2023.05a
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• pp.420-422
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• 2023

본 연구는 웨어러블 디바이스를 활용하여 장애인 재활운동 보조를 위한 AI 기반의 맞춤형 서비스 개발을 소개한다. 해당 서비스는 웨어러블 디바이스를 장착한 상태로 운동 중인 사용자의 심박수, 소모 칼로리, 운동 시간 등의 센서 데이터를 수집 및 관리한다. 사용자 생체 데이터는 클라이언트 서버 간 실시간 통신으로 관리되며, django rest framework 로 구축된 서버에 저장된다. 제안 시스템을 통해 수집된 데이터는 시계열 군집화 분석을 위해 k-means clustering 과 k-shape clustering 을 활용하여 체력 평가의 핵심 지표인 심박수를 분석하였다. 특히, 상대적으로 운동이 어려운 장애인 사용자를 위한 맞춤형 운동능력 분석 및 해석에 대한 정보 제공이 가능하다.

• Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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• 2022.10a
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• pp.318-320
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• 2022

The people who is returning to the community after hospital treatment are faced with the choosing where to proceed with rehabilitation exercise with an appropriate exercise specialists based on the current health condition of them. It is required to supprot a personalized exercise rehabilitation service (hereinafter referred to as ARES system) in the community based on individual disease information and health conditions based on hospital clinical data. In this study, we designed a resource management system for online-to-offline (O2O) based coach matching to improve accessibility with facilities and coaches for exercise rehabilitation in the community.