• Title/Summary/Keyword: posture recognition

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Step Trajectory/Indoor Map Feature-based Smartphone Indoor Positioning System without Using Wi-Fi Signals (Wi-Fi 신호를 사용하지 않고 보행자 궤적과 건물내 지도 특성만을 이용한 스마트폰 실내 위치 측정 시스템)

  • Na, Dong-Jun;Choi, Kwon-Hue
    • IEMEK Journal of Embedded Systems and Applications
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    • v.9 no.6
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    • pp.323-334
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    • 2014
  • In this paper, we proposed indoor positioning system with improved accuracy. The proposed indoor location measurement system is based pedestrian location measurement method that use the embedded sensor of smartphone. So, we do not need wireless external resources, such as GPS or WiFi signals. The conventional methods measure indoor location by generating a movement route of pedestrian by step and direction recognition. In this paper, to correct the direction sensor error, we use the common feature of the normal indoor floor map that the indoor path is lattice-structured. And we quantize moving directions depending on the direction of indoor path. In addition, we propose moving direction measuring method using geomagnetic sensor and gyro sensor to improve the accuracy. Also, the proposed step detection method uses angle and accelerometer sensors. The proposed step detection method is not affected by the posture of the smartphone. Direction errors caused by direction sensor error is corrected due to proposed moving direction measuring method. The proposed location error correction method corrects location error caused by step detection error without the need for external wireless signal resources.

Measurements of pedestrian's ioad using smartphones

  • Pan, Ziye;Chen, Jun
    • Structural Engineering and Mechanics
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    • v.63 no.6
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    • pp.771-777
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    • 2017
  • The applications of smartphones or other portable smart devices have dramatically changed people's lifestyle. Researchers have been investigating useage of smartphones for structural health monitoring, earthquake monitoring, vibration measurement and human posture recognition. Their results indicate a great potential of smartphones for measuring pedestrian-induced loads like walking, jumping and bouncing. Smartphone can catch the device's motion trail, which provides with a new method for pedestrain load measurement. Therefore, this study carried out a series of experiments to verify the application of the smartphone for measuring human-induced load. Shaking table tests were first conducted in order to compare the smartphones' measurements with the real input signals in both time and frequency domains. It is found that selected smartphones have a satisfied accuracy when measuring harmonic signals of low frequencies. Then, motion capture technology in conjunction with force plates were adopted in the second-stage experiment. The smartphone is used to record the acceleration of center-of-mass of a person. The human-induced loads are then reconstructed by a biomechanical model. Experimental results demonstrate that the loads measured by smartphone are good for bouncing and jumping, and reasonable for walking.

A Basic Study of ROV System Design for Underwater Structure Inspection (수중 구조물 검사를 위한 ROV 시스템 설계 연구)

  • Ryu, Jedoo;Nam, Keonseok;Ha, Kyoungnam
    • Journal of the Korean Society of Industry Convergence
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    • v.23 no.3
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    • pp.463-471
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    • 2020
  • Recently, various tries to apply ROV (Remotely Operated Vehicle) into underwater are being developed. However, due to underwater environment uniqueness, the additional problem must be taken into account when designing an ROV for the inspection of the underwater structure. This is because a GPS-based information method cannot be applied, and the obtainable image is also dependent on the turbidity. Also, it is necessary to be able to satisfy waterproof and operating speeds in consideration of most practical application environments. This paper describes the design results of the ROV system for underwater structure inspection considering the above problems. The designed system applied INS / DVL for location recognition and was configured to support 3D mapping and stereo camera-based image information using sonar depending on visibility. To satisfy the waterproof, a pressure vessel using a composite material was applied. And over-actuated system using eight thrusters to maintain a stable posture and operating speed was applied also. The designed system was verified by structural analysis and flow analysis also.

The Trend of Japanese Enterprise on the Environmental Education (환경교육에 관한 일본기업의 동향)

  • Nam Sang-Min
    • Hwankyungkyoyuk
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    • v.19 no.2 s.30
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    • pp.159-171
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    • 2006
  • A benefit-oriented socio-economic system causes environmental problems that become obvious and more serious on the earth. Therefore, every country in the world is making various efforts to solve serious environmental issues for making the sustainable society. And it is thought that environmental education should play a key role to make the efforts fruitful. Especially, enterprises should be given an important role on environmental education in the future society. This study inquires present activities done by enterprises on environmental education analyze their achievement and aims to clarify the role and prospects on environmental education in the future that the enterprise should carry out. The major results of this research are as follows; First, The approach form of the enterprise concerning environmental education can be classified into four stages, namely 'beginning stage', 'evolution stage', 'development stage' and 'partnership stage'. Present activities on environmental education have not been reached there though 'partnership stage' will be necessary for the sustainable society. Second, In the execution of environmental education, it independently works on environmental education in the enterprise that strongly recognizes the importance of environmental communication with citizens. In other words, it can be said a leading enterprise concerning environmental education, Third, Recognition of the enterprise concerning the importance of environmental education again and the establishment of the positive posture are important.

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Correlation Between Shoulder Gradient, Range of Motion of the Neck, and Subjective Pain level of the Potential Risk Group of Smart-phone Addiction (스마트폰 중독 잠재위험군의 어깨 기울기, 목 관절가동범위 및 주관적 통증 정도의 상관관계)

  • Jeong, Yeonwoo
    • Journal of The Korean Society of Integrative Medicine
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    • v.5 no.2
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    • pp.83-90
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    • 2017
  • Purpose : The purpose of this study was to investigate the correlation between shoulder gradient, range of motion of the neck, and subjective pain level of the potential risk group of smart-phone addiction. Methods : The subjects of this study were 90 women's who had potential risk of smart-phone addiction. VAS was used to measure subjectively pain intensity. Global Postural System was used to measure forward head posture. CROM was used to measure flexion, extension, lateral flexion of cervical range of motion. Results : The results of this study showed that was significant positive correlation between the both shoulder gradient, and cervical range of motion(p<.05). Statistically significant negative correlation between the VAS and left lateral flexion(p<.05). Conclusions : The difference between the gradient of both shoulders increased with the use of smart-phone addiction, and the cervical left lateral flexion decreased as the pain increased. This suggests that recognition on decrease of using smart phone and postural correction is necessary.

A Basic Study on The Sleep Posture Recognition System Using Kinect and Pressure Sensor (키넥트와 압력센서를 이용한 무구속 수면자세 인식 시스템의 기초 연구)

  • Na, Ye-Ji;Lee, Sang-Jun;Wang, Chang-Won;Jeong, Hwa-Young;Ho, Jong-Gab;Min, Se-Dong
    • Proceedings of the Korea Information Processing Society Conference
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    • 2016.04a
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    • pp.653-655
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    • 2016
  • 본 논문에서는 키넥트와 압력센서를 이용하여 수면자의 수면자세를 인식할 수 있는 수면자세 모니터링 시스템을 제안하였다. 기존 수면 모니터링 시스템은 장시간 착용해야 하는 불편함과 구속감으로 인해 수면의 질을 저하시킬 우려가 있다. 이러한 점을 해소하기 위해 압력센서와 키넥트 카메라를 이용하여 무구속 저비용의 효율적인 시스템을 구현하였고, 수면 매트형식으로 제작하여 그 유효성을 평가하였다. 본 연구에서 제안한 수면자세 모니터링 시스템은 실시간으로 수면자세를 감지하고 사용자의 수면시간 및 상태를 파악하여 건강한 수면습관을 들이는 방법을 권고할 수 있다. 향후에는 수집된 데이터를 이용하여 웰니스 및 헬스케어 모바일 응용 서비스로의 활용이 가능할 것이다.

Autonomous Control System of Compact Model-helicopter

  • Kang, Chul-Ung;Jun Satake;Takakazu Ishimatsu;Yoichi Shimomoto;Jun Hashimoto
    • 제어로봇시스템학회:학술대회논문집
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    • 1998.10a
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    • pp.95-99
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    • 1998
  • We introduce an autonomous flying system using a model-helicopter. A feature of the helicopter is that autonomous flight is realized on the low-cost compact model-helicopter. Our helicopter system is divided into two parts. One is on the helicopter, and the other is on the land. The helicopter is loaded with a vision sensor and an electronic compass including a tilt sensor. The control system on the land monitors the helicopter movement and controls. We firstly introduce the configuration of our helicopter system with a vision sensor and an electronic compass. To determine the 3-D position and posture of helicopter, a technique of image recognition using a monocular image is described based on the idea of the sensor fusion of vision and electronic compass. Finally, we show an experiment result, which we obtained in the hovering. The result shows the effectiveness of our system in the compact model-helicopter.

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A study on the improvement plan of fire simulation training for the improvement of fire response ability : Focusing on the fire simulation training of business facility (화재대응능력 향상을 위한 화재모의훈련의 개선방안에 관한 연구 : 업무시설의 화재모의훈련 중심으로)

  • Kim, Bongjun;Ryu, Guhwan
    • Journal of Digital Convergence
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    • v.18 no.9
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    • pp.191-198
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    • 2020
  • In this study, in order to propose an improvement plan for fire simulation training to improve fire response capability, fire simulation training is conducted for three business facilities, and changes according to whether training materials are used and whether the response time for each response stage is reflected in the training evaluation. The response posture and response ability of the training participants were observed and analyzed. As a result of the analysis, it was analyzed that most of the training participants improved their participation in training, response posture, and response ability when the use of training textbooks and response time for each response stage were reflected in the training evaluation. In the event of a fire simulation training, a number of training materials that can similarly implement the fire situation are used to improve and maintain the fire response capabilities (fire notification and fire report, initial extinguishing, and evacuation) of the training participants, and the target time for each response step. The result was that it can be used as a useful index for improving fire response capability and improving fire simulation training in the future and feedback only when quantitative training evaluation is conducted based on this setting.

Basic Research for the Recognition Algorithm of Tongue Coatings for Implementing a Digital Automatic Diagnosis System (디지털 자동 설진 시스템 구축을 위한 설태 인식 알고리즘 기초 연구)

  • Kim, Keun-Ho;Ryu, Hyun-Hee;Kim, Jong-Yeol
    • Journal of Physiology & Pathology in Korean Medicine
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    • v.23 no.1
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    • pp.97-103
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    • 2009
  • The status and the property of a tongue are the important indicators to diagnose one's health like physiological and clinicopathological changes of inner organs. However, the tongue diagnosis is affected by examination circumstances like a light source, patient's posture, and doctor's condition. To develop an automatic tongue diagnosis system for an objective and standardized diagnosis, classifying tongue coating is inevitable but difficult since the features like color and texture of the tongue coatings and substance have little difference, especially in the neighborhood on the tongue surface. The proposed method has two procedures; the first is to acquire the color table to classify tongue coatings and substance by automatically separating coating regions marked by oriental medical doctors, decomposing the color components of the region into hue, saturation and brightness and obtaining the 2nd order discriminant with statistical data of hue and saturation corresponding to each kind of tongue coatings, and the other is to apply the tongue region in an input image to the color table, resulting in separating the regions of tongue coatings and classifying them automatically. As a result, kinds of tongue coatings and substance were segmented from a face image corresponding to regions marked by oriental medical doctors and the color table for classification took hue and saturation values as inputs and produced the classification of the values into white coating, yellow coating and substance in a digital tongue diagnosis system. The coating regions classified by the proposed method were almost the same to the marked regions. The exactness of classification was 83%, which is the degree of correspondence between what Oriental medical doctors diagnosed and what the proposed method classified. Since the classified regions provide effective information, the proposed method can be used to make an objective and standardized diagnosis and applied to an ubiquitous healthcare system. Therefore, the method will be able to be widely used in Oriental medicine.

Recognizing a polyhedron by network constraint analysis

  • Ishikawa, Seiji;Kubota, Mayumi;Nishimura, Hiroshi;Kato, Kiyoshi
    • 제어로봇시스템학회:학술대회논문집
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    • 1991.10b
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    • pp.1591-1596
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    • 1991
  • The present paper describes a method of recognizing a polyhedron employing the notion of network constraint analysis. Typical difficulties in three-dimensional object recognition, other than shading, reflection, and hidden line problems, include the case where appearances of an object vary according to observation points and the case where an object to be recognized is occluded by other objects placed in its front, resulting in incomplete information on the object shape. These difficulties can, however, be solved to a large extent, by taking account of certain local constraints defined on a polyhedral shape. The present paper assumes a model-based vision employing an appearance-oriented model of a polyhedron which is provided by placing it at the origin of a large sphere and observing it from various positions on the surface of the sphere. The model is actually represented by the sets of adjacent faces pairs of the polyhedron observed from those positions. Since the shape of a projected face gives constraint to that of its adjacent face, this results in a local constraint relation between these faces. Each projected face of an unknown polyhedron on an acquired image is examined its match with those faces in the model, producing network constraint relations between faces in the image and faces in the model. Taking adjacency of faces into consideration, these network constraint relations are analyzed. And if the analysis finally provides a solution telling existence of one to one match of the faces between the unknown polyhedron and the model, the unknown polyhedron is understood to be one of those memorized models placed in a certain posture. In the performed experiment, a polyhedron was observed from 320 regularly arranged points on a sphere to provide its appearance model and a polyhedron with arbitrarily postured, occluded, or imposed another difficulty was successfully recognized.

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