• Title/Summary/Keyword: cognitive motion

Search Result 116, Processing Time 0.028 seconds

Motion Sensing System for Automation of Neuropsycological Test (신경인지 검사를 위한 모션 센싱 시스템)

  • Jo, Wonse;Cheon, Kyeong-Min;Rew, Keun-Ho
    • Journal of Sensor Science and Technology
    • /
    • v.26 no.2
    • /
    • pp.128-134
    • /
    • 2017
  • Until now, neuropsychological tests can diagnose the brain dysfunction, however, cannot distinguish the objective data of experiment enough to distinguish the relationships between brain dysfunction and cerebropathia. In this paper, an automatic cognitive test equipment system with 6-axis motion sensors was proposed for the automation of neuropsychological tests. Fist-Edge-Palm(FEP) test and Go-no go test were used to evaluate motor programming of frontal lobe. The motion data from the specially designed motion glove are transmitted wirelessly to a computer to detect the gestures automatically. The healthy 20 and 11 persons are investigated for the FEP and Go-No go test, respectively. The recognition rates of gestures of FEP and Go-No go test are min. 91.38% and 89.09%. In conclusion, the automations of cognitive tests are successful to diagnose the brain diagnostics quantitatively.

Hand Gesture Recognition with Convolution Neural Networks for Augmented Reality Cognitive Rehabilitation System Based on Leap Motion Controller (립모션 센서 기반 증강현실 인지재활 훈련시스템을 위한 합성곱신경망 손동작 인식)

  • Song, Keun San;Lee, Hyun Ju;Tae, Ki Sik
    • Journal of Biomedical Engineering Research
    • /
    • v.42 no.4
    • /
    • pp.186-192
    • /
    • 2021
  • In this paper, we evaluated prediction accuracy of Euler angle spectrograph classification method using a convolutional neural networks (CNN) for hand gesture recognition in augmented reality (AR) cognitive rehabilitation system based on Leap Motion Controller (LMC). Hand gesture recognition methods using a conventional support vector machine (SVM) show 91.3% accuracy in multiple motions. In this paper, five hand gestures ("Promise", "Bunny", "Close", "Victory", and "Thumb") are selected and measured 100 times for testing the utility of spectral classification techniques. Validation results for the five hand gestures were able to be correctly predicted 100% of the time, indicating superior recognition accuracy than those of conventional SVM methods. The hand motion recognition using CNN meant to be applied more useful to AR cognitive rehabilitation training systems based on LMC than sign language recognition using SVM.

Verification of the Reliability and Validity of a Virtual Reality Cognitive Evaluation System Based on Motion Recognition Analysis Evaluation

  • Jeonghan Kwon;Subeen Kim;Jongduk Choi
    • Physical Therapy Korea
    • /
    • v.30 no.4
    • /
    • pp.306-313
    • /
    • 2023
  • Background: As social problems due to the acceleration of the aging era and the increase in the elderly population are becoming serious, virtual reality (VR)-based healthcare is emerging as an approach for preventing and managing health issues. Objects: This study used validity and reliability analyses to examine the clinical efficacy that is, the clinical value and usability of a novel VR cognitive evaluation system index that we developed. Methods: We developed a VR cognitive evaluation system based on motion recognition analysis evaluation for individuals aged 65 to 85. After conducting the Korean version of the Mini-Mental State Exam (K-MMSE) cognitive evaluation, the evaluation score was verified through correlation analysis in the VR cognitive evaluation system. To verify the construct validity of the two groups, the Global Deterioration Scale (GDS) grades were categorized into a normal cognitive group (GDS grade 1) and a cognitive impairment group (GDS grades 2 and 3). The data were measured twice to determine the reliability between the two measurements and assess the stability and clinical value of the evaluation system. Results: Our evaluation system had a high correlation of 0.85 with the widely used K-MMSE cognitive evaluation. The system had strong criterion-related validity at the 95% confidence interval. Compared to the average score of GDS grade 1 in the VR cognitive evaluation system, the average score of GDS grades 2 and 3 in the VR cognitive evaluation system was statistically significantly lower while also having strong construct validity at the 95% confidence interval. To measure the reliability of the VR cognitive evaluation system, tests-retests were conducted using the intraclass correlation coefficient (3,1), which equaled 0.923 and was statistically significant. Conclusion: The VR cognitive evaluation system we developed is a valid and reliable clinical tool to distinguish between normal cognitive status and mild cognitive impairment.

ENHANCEMENT OF BOBSLEIGH SIMULATION REACTIVE FORCE

  • Ogino, Masatoshi;Taki, Tsuyoshi;Miyazaki, Shinya;Hasegawa, Junichi
    • Proceedings of the Korean Society of Broadcast Engineers Conference
    • /
    • 2009.01a
    • /
    • pp.803-807
    • /
    • 2009
  • The bobsleigh is a winter sport which use a sled to slide down an ice-covered course. There is a big expectation for having a training environment and being able to train year round. At present, training is very limited due to the season or course facilities. A variety of VR (Virtual Reality) equipment has been developed in recent years, and it is beginning to spread. We have also made our contribution in bobsleigh simulation. The reactive force applied in our bobsleigh simulation is much smaller than that of a real bobsleigh. This paper proposes a method to enhance reactive force of bobsleigh simulation in real time. The reactive force is magnified instantly in the physically-based simulation. The Laplacian filter is applied to the sequence of reactive force, this technique is often used in the field of image processing. The simulation is comprised of four large scale surround screens and a 6-D.O.F. (Degree Of Freedom) motion system. We also conducted an experiment with several motion patterns to evaluate the effectiveness of enhancement. The experimental results proved useful in some cases.

  • PDF

Effectiveness of a Motion Picture Contents in Middle School Career Education (중학교 진로교육에서 동영상 콘텐츠의 교육효과성 및 선호도에 대한 연구)

  • Chung, Yon-Soon;Yu, Byeong-Min;Roh, Kyung-Ran;Lee, Seung-Chul;Park, Hye-Jin
    • Journal of Agricultural Extension & Community Development
    • /
    • v.18 no.1
    • /
    • pp.101-128
    • /
    • 2011
  • The purpose of this study is to find out the effectiveness of instructional method using by a motion picture at cognitive and affective learning domain, and students' preferences for instructional methods in middle school career education. The nonequivalent control group pretest-posttest research design was applied to an experimental group and to a control group. A pair of 75students from four classes participated in an experiment. The results show higher learning achievements both of cognitive and affective domains in experimental group than in control group. Higher students' preferences for instructional methods were found in experimental group than in control group. It is concluded that a motion picture could give a more concrete experience and a more pleasure to students than traditional lecture. Higher learning achievements in cognitive and affective learning domain of career education and higher preferences were came out in consequence of using a motion picture.

Conceptual Changes of Middle School Students on the Motion of the Moon Using the Cognitive Conflict Instructional Model (인지갈등 수업모형을 적용한 중학생의 달의 운동 개념 변화)

  • Kim, Hee-Soo;Chung, Jung-In;Shim, Ki-Chang
    • Journal of the Korean earth science society
    • /
    • v.25 no.5
    • /
    • pp.348-363
    • /
    • 2004
  • The purpose of this study was to classify types of preconception about the motion of the moon held by middle school students and find out how the lesson applying cognitive conflict instructional model changes their conceptual view of the motion of the moon. A quantitative study was first conducted with 48 ninth graders and then followed by a qualitative study. In the qualitative study, male and female students were organized into groups of five and ten respectively. Students were instructed to observe the motion of the moon about for a month and at the same time were taught via the cognitive conflict instructional model for three class periods. Data were collected from interviews and a questionnaire evaluating the degree of concept development that each student showed. A majority of students were found to hold misconceptions formed from elementary school programs on the motion of the moon. Further, students showed lack of scientific ability to interpret the phenomena of the moon. This study showed that the cognitive conflict instructional model was effective for students to make progress regarding their conceptual views of the motion of the moon. However, it was observed that misconceptions by students may possibly occur when two dimensional figures or miniatures were used.

Development of Health Care System for Elderly People with Dementia Based on Leap Motion Sensor (립 모션(leap motion) 센서를 이용한 노령 환자 치매 케어 시스템 개발)

  • Shin, Ji-Woo;Kim, Ji-Soo;Hong, Gwang-Soo;Kim, Byung-Gyu
    • Journal of Digital Contents Society
    • /
    • v.19 no.2
    • /
    • pp.319-325
    • /
    • 2018
  • The general public's interest in dementia has increased recently as dementia has become a social issue due to its rapid aging. Several dementia prevention and rehabilitation programs are being carried out at the dementia rehabilitation center and at the old welfare center depending on the number of dementia patients. In this paper, a 3 dimensional finger and motion search of the leap motion is utilized and combined with dementia preventive and cognitive rehabilitation programs at various facilities. We suggest technologies that can provide both fun and effective treatment and rehabilitation content for rehabilitation therapists. A variety of cognitive enhancement content is designed using finger tracking and configured to be recorded in the database for rehabilitation programmes to increase the effectiveness of management.

The Role of Binocular Disparity at Color-Motion Binding (색채-운동 속성 결합에서의 양안시차의 역할)

  • Li, Hyung-Chul O.
    • Korean Journal of Cognitive Science
    • /
    • v.18 no.1
    • /
    • pp.69-90
    • /
    • 2007
  • The purpose of the present research was to examine whether the visual system importantly use binocular disparity information in color-motion binding. Wu, Kanai and Shimojo (2004) reported an illusory color-motion binding which was observed in the peripheral visual area when observers fixated on the central area of visual stimulus. We have found that illusory rotor-motion binding was not observed at the situation where binocular disparity was available but was where it was not available. These results imply that the visual system uses binocular disparity information when it binds rotor and motion and that the binding process occurs after binocular disparity information is processed.

  • PDF

An Analysis of the Impact of Adolescents' Impulsivity, Academic Procrastination and School Adaptability Using R

  • Lee, Dong Su;Chang, In Hong
    • Journal of Integrative Natural Science
    • /
    • v.9 no.4
    • /
    • pp.281-291
    • /
    • 2016
  • This study examines the causal relationship between adolescent impulsivity, academic procrastination and school adaptability. The main purpose of this study is to confirm the degree of influence among these variables and analyze the causes of school adaptability. In this model, impulsivity and academic procrastination were set as independent variables and school adaptability was set as a dependent variable. Impulsivity of adolescents affects academic procrastination and school adaptability, and academic procrastination will affect school adaptability. As a result of the research, first, it can be seen that adolescents 'cognition impulsivity, motion impulsivity, and unplanned impulsivity have a significant influence on behavioral in adolescents'. Second, adolescents' cognition impulsivity, motion impulsivity, and unplanned impulsivity a significant influence on the cognitive in the adolescents'. Third, adolescents' behavioral, cognitive, and emotional have a significant influence on school adaptability in adolescents' school adaptability. In conclusion, we proposed a policy proposal on school adaptability by deriving meaning to improve adolescents' school adaptability.

High School Student Conception on the Motion of the Earth and Moon (지구와 달의 운동에 대한 고등학생들의 생각)

  • Byun, Jae-Sung;Moon, Byeong-Chan;Jeong, Jin-Woo;Jung, Jae-Gu
    • Journal of the Korean earth science society
    • /
    • v.25 no.7
    • /
    • pp.519-531
    • /
    • 2004
  • The purpose of this study was to ascertain high school student ideas on the motion of the Earth and moon by cognitive level. For this study, five students determined to be of high, middle and low cognitive level selected from 73 10th-grade students at a high school located in Suwon, Gyeonggido. The results of this study were as follows: first, students at the high cognitive level had comparatively more logical and scientific conception on the revolution and rotation of the Earth and moon. second, students at the middle cognitive level, generally had a passive learning attitude to unconditionally memorize learned contents, so they were apt to forget learned contents, also their recognized conception was not enlarged. In addition, they had native theories, intuitive ideas and misconceptions as well as made logical errors in the course of explanation for the motion of the Earth and moon. In the course of explanation for the phases of the moon and the cause of change of season, because of their scientific conception, the students made more and more errors in conception. finally students at the low cognitive level were not willing to think logically and positively and were very passive in the attitude to recognize conception. In addition, they have learned helplessness on the grounds that they have low scholastic achievement specially in science.