• 제목/요약/키워드: human motion analysis

검색결과 446건 처리시간 0.316초

"황제내경(黃帝內經)"의 의물사상(宜物思想) 연구(硏究) (A Study on 'Idea of Uimul' (宜物思想) in "Hwangjenaikyung(黃帝內經)")

  • 박철;김수중;정창현
    • 대한한의학원전학회지
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    • 제21권2호
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    • pp.113-124
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    • 2008
  • The main characteristic of 'Idea of Uimul(宜物思想)' lies in specifically laying down rules on the subject of thought, and creating correlated measures and ways based on those grounds. Thus, 'Ui(宜)' emphasizes the pertinence of the measures and ways. By making a detailed analysis, the importance of 'Mul(物)', the subject of thought, the perception of it, the human reaction to it, and the specific principle of the action, can be seen. Ancient Chinese considered Heaven and Earth the largest frame of perception, and perceived all things through it. Heaven and Earth was differentiated from 'Gi'(氣), and the Gi of Heaven and the Gi of Earth interacted with one another in endless motion. "Hwangjenaegyeong(黃帝內經)" considered nature and all things in it through this ideology of 'Correspondence between Heaven and Humanity(天人相應)'. It considered humans to be born from the Gi of Heaven and Earth and to associate with one another under the influence of the Gi of Heaven and Earth. Therefore, in "Hwangjenaegyeong(黃帝內經)", the ideology of 'Correspondence between Heaven and Humanity(天人相應)' is the fundamental frame of Idea of Uimul(宜物思想). On the other hand, the Ui(宜) in Idea of Uimul(宜物思想) indicates the pertinent measures and ways towards a subject, that is, humans acting appropriately according to the laws of Heaven and Earth inside the ideology of 'Correspondence between Heaven and Humanity(天人相應)'. Humans are affected by nature and adapt to it, but they also recognize the laws of nature and strive to wholly protect the human life by versatilely taking adequate measures against the numerous changes of nature.

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국내 선종별 선박승무원 피로도 분석에 관한 연구 (A Study on the Analysis of Crew Members Fatigue Survey for the Ship Types in Korea)

  • 양원재
    • 한국항해항만학회지
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    • 제38권5호
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    • pp.479-484
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    • 2014
  • 본 연구에서는 승선 중인 해기사의 피로도 유발요인에 대한 현황과 개인별 피로도 자각증상 항목들에 대한 실태를 파악하기 위하여 설문조사를 실시하고 그 결과를 선종별로 분석하였다. 설문조사 분석결과 선종별로 많은 해기사들이 수면과 휴식시간의 부족을 겪고 있음을 확인할 수 있었고, 수면을 방해하는 요인은 다양하지만 특히 날씨, 선체의 운동 및 진동, 소음, 거주시설 등 환경적 요인이 많이 작용하는 것을 파악하였다. 그리고 일부 선종의 경우는 하루 평균 10시간 이상 당직근무를 수행하고 있었으며, 과다한 업무로 기인한 스트레스와 더불어 많은 피로감을 느끼는 것으로 조사되었고, 영역별(육체적, 정신적, 감정적) 피로도 증상 측정항목에 대해서 일부항목의 경우는 많은 해기사들이 상당한 피로도 증상을 경험하고 있는 것으로 분석되었다.

OpenPose기반 딥러닝을 이용한 운동동작분류 성능 비교 (Performance Comparison for Exercise Motion classification using Deep Learing-based OpenPose)

  • 손남례;정민아
    • 스마트미디어저널
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    • 제12권7호
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    • pp.59-67
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    • 2023
  • 최근 인간의 자세와 행동을 추적하는 행동 분석 연구가 활발해지고 있다. 특히 2017년 CMU에서 개발한 오픈소스인 오픈포즈(OpenPose)는 사람의 외모와 행동을 추정하는 대표적인 방법이다. 오픈포즈는 사람의 키, 얼굴, 손 등의 신체부위를 실시간으로 감지하고 추정할 수 있어 스마트 헬스케어, 운 동 트레이닝, 보안시스템, 의료 등 다양한 분야에 적용될 수 있다. 본 논문에서는 헬스장에서 사용자들이 가장 많이 운동하는 Squat, Walk, Wave, Fall-down 4개 동작을 오픈포즈기반 딥러닝인 DNN과 CNN을 이용하여 운동 동작 분류 방법을 제안한다. 학습데이터는 녹화영상 및 실시간으로 카메라를 통해 사용자의 동작을 캡처해서 데이터 셋을 수집한다. 수집된 데이터 셋은 OpenPose을 이용하여 전처리과정을 진행하고, 전처리과정이 완료된 데이터 셋은 본 논문에서 제안한 DNN 및 CNN 모델 이용하여 운동 동작 분류를 학습한다. 제안한 모델에 대한 성능 오차는 MSE, RMSE, MAE를 사용한다. 성능 평가 결과, 제안한 DNN 모델 성능이 제안한 CNN 모델보다 우수한 것으로 나타났다.

Comparison of Three Normalization Methods for 3D Joint Moment in the Asymmetric Rotational Human Movements in Golf Swing Analysis

  • Lee, Dongjune;Oh, Seung Eel;Lee, In-Kwang;Sim, Taeyong;Joo, Su-bin;Park, Hyun-Joon;Mun, Joung Hwan
    • Journal of Biosystems Engineering
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    • 제40권3호
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    • pp.289-295
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    • 2015
  • Purpose: From the perspective of biomechanics, joint moments quantitatively show a subject's ability to perform actions. In this study, the effect of normalization in the fast and asymmetric motions of a golf swing was investigated by applying three different normalization methods to the raw joint moment. Methods: The study included 13 subjects with no previous history of musculoskeletal diseases. Golf swing analyses were performed with six infrared cameras and two force plates. The majority of the raw peak joint moments showed a significant correlation at p < 0.05. Additionally, the resulting effects after applying body weight (BW), body weight multiplied by height (BWH), and body weight multiplied by leg length (BWL) normalization methods were analyzed through correlation and regression analysis. Results: The BW, BWH, and BWL normalization methods normalized 8, 10, and 11 peak joint moments out of 18, respectively. The best method for normalizing the golf swing was found to be the BWL method, which showed significant statistical differences. Several raw peak joint moments showed no significant correlation with measured anthropometrics, which was considered to be related to the muscle coordination that occurs in the swing of skilled professional golfers. Conclusions: The results of this study show that the BWL normalization method can effectively remove differences due to physical characteristics in the golf swing analysis.

Vibration control parameters investigation of the Mega-Sub Controlled Structure System (MSCSS)

  • Limazie, Toi;Zhang, Xun'an;Wang, Xianjie
    • Earthquakes and Structures
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    • 제5권2호
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    • pp.225-237
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    • 2013
  • Excessive vibrations induced by earthquake excitation and wind load are an obstacle in design and construction of tall and super tall buildings. An innovative vibration control structure system (Mega-Sub Controlled Structure System-MSCSS) was recently proposed to further improve humans comfort and their safeties during natural disasters. Preliminary investigations were performed using a two dimensional equivalent simplified model, composed by 3 mega-stories. In this paper, a more reasonable and realistic scaled model is design to investigate the dynamical characteristics and controlling performances of this structure when subjected to strong earthquake motion. The control parameters of the structure system, such as the modulated sub-structures disposition; the damping coefficient ratio (RC); the stiffness ratio (RD); the mass ratio of the mega-structure and sub-structure (RM) are investigated and their optimal values (matched values) are obtained. The MSCSS is also compared with the so-called Mega-Sub Structure (MSS) regarding their displacement and acceleration responses when subjected to the same load conditions. Through the nonlinear time history analysis, the effectiveness and the feasibility of the proposed mega-sub controlled structure system (MSCSS) is demonstrated in reducing the displacement and acceleration responses and also improving human comfort under earthquake loads.

Measurements and Analysis of Fingerprinting Structures for WLAN Localization Systems

  • Al KhanbashI, Nuha;Al Sindi, Nayef;Ali, Nazar;Al-Araji, Saleh
    • ETRI Journal
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    • 제38권4호
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    • pp.634-644
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    • 2016
  • Channel-based radio-frequency fingerprinting such as a channel impulse response (CIR), channel transfer function (CTF), and frequency coherence function (FCF) have been recently proposed to improve the accuracy at the physical layer; however, their empirical performance, advantages, and limitations have not been well reported. This paper provides a comprehensive empirical performance evaluation of RF location fingerprinting, focusing on a comparison of received-signal strength, CIR-, CTF-, and FCF-based fingerprinting using the weighted k-nearest neighbor pattern recognition technique. Frequency domain channel measurements in the IEEE 802.11 band taken on a university campus were used to evaluate the accuracy of the fingerprinting types and their robustness to human-induced motion perturbations of the channel. The localization performance was analyzed, and the results are described using the spatial and temporal radio propagation characteristics. In particular, we introduce the coherence region to explain the spatial properties and investigate the impact of the Doppler spread in time-varying channels on the time coherence of RF fingerprint structures.

형상공간 접근 방식에 기반한 모듈식 고정쇠의 적재가능성 분석 (Loadability Analysis of Modular Fixtures based on a Configuration Space Approach)

  • 유견아
    • 제어로봇시스템학회논문지
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    • 제9권5호
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    • pp.398-406
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    • 2003
  • In modular fixturing systems, a given part or a subassembly is fixed by placing fixture elements such as locators and clamps adequately on a plate with a lattice of holes. It is known that the minimal number of point contacts to restrict translational and rotational motions on a plane is four and the type of three locators and a clamp(3L/1C) is the minimal future. Brost and Goldberg developed the complete algorithm to automatically synthesize 3L/1C types of fixtures which satisfy the condition of form closure. Due to the nature of the fixture, the clearance between the fixture and the part is extremely small. It is hard to load the part repeatedly and accurately for human as well as for robot. However the condition of loadability has not been taken into account in the B&G algorithm. In this paper, a new method to decide a given fixture to be loadable by using configuration space is proposed. A method to plan for a part to be loaded by using compliance safely even in the presence of control and sensing uncertainty is proposed is well.

3D Feature Based Tracking using SVM

  • Kim, Se-Hoon;Choi, Seung-Joon;Kim, Sung-Jin;Won, Sang-Chul
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 2004년도 ICCAS
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    • pp.1458-1463
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    • 2004
  • Tracking is one of the most important pre-required task for many application such as human-computer interaction through gesture and face recognition, motion analysis, visual servoing, augment reality, industrial assembly and robot obstacle avoidance. Recently, 3D information of object is required in realtime for many aforementioned applications. 3D tracking is difficult problem to solve because during the image formation process of the camera, explicit 3D information about objects in the scene is lost. Recently, many vision system use stereo camera especially for 3D tracking. The 3D feature based tracking(3DFBT) which is on of the 3D tracking system using stereo vision have many advantage compare to other tracking methods. If we assumed the correspondence problem which is one of the subproblem of 3DFBT is solved, the accuracy of tracking depends on the accuracy of camera calibration. However, The existing calibration method based on accurate camera model so that modelling error and weakness to lens distortion are embedded. Therefore, this thesis proposes 3D feature based tracking method using SVM which is used to solve reconstruction problem.

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실내용 이동로봇을 위한 위치추정 관측모델 설계 및 미끄러짐 오차 보상 기법 개발 (Observation Likelihood Function Design and Slippage Error Compensation Scheme for Indoor Mobile Robots)

  • 문창배;김경록;송재복;정우진
    • 제어로봇시스템학회논문지
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    • 제13권11호
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    • pp.1092-1098
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    • 2007
  • A mobile robot localization problem can be classified into following three sub-problems as an observation likelihood model, a motion model and a filtering technique. So far, we have developed the range sensor based, integrated localization scheme, which can be used in human-coexisting real environment such as a science museum and office buildings. From those experiences, we found out that there are several significant issues to be solved. In this paper, we focus on three key issues, and then illustrate our solutions to the presented problems. Three issues are listed as follows: (1) Investigation of design requirements of a desirable observation likelihood model, and performance analysis of our design (2) Performance evaluation of the localization result by computing the matching error (3) The semi-global localization scheme to deal with localization failure due to abrupt wheel slippage In this paper, we show the significance of each concept, developed solutions and the experimental results. Experiments were carried out in a typical modern building environment, and the results clearly show that the proposed solutions are useful to develop practical and integrated localization schemes.

Dynamic Behavior Analysis of Tiny Robot

  • Wang, Zhao;Lim, Eng Gee
    • 중소기업융합학회논문지
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    • 제4권1호
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    • pp.17-29
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    • 2014
  • 무선 캡슐 내시경은 소장 질환을 진단하는 등의 어려움을 해결하는 진화 의료 기기로서 중요한 역할을 했다. 그것은 제한된 크기와 기능 때문에 몇 가지 단점이 있다. 가장 큰 장애물은 자기 운동 장애에서 속도 문제를 제공할 수 없다는 점이다. 따라서, 인간의 소화 시스템의 특성을 간단히 내시경 역학의 정보를 얻기 위해, 특히 소장을 소개한다. 조건 추출을 확인하기 위해서 LuGre 모델이라는 새로운 동적 마찰 모델을 도입하고 명확하게 특성 및 모델의 사용을 얻기 위하여 분석한다. 캡슐 내시경의 실제 상황과 관련된 매개 변수의 고려하여 매트랩 시뮬링크는 모델을 작성하는 데 적용하고 기능을 발견 할 수있는 시뮬레이션을 통해 확인하였다.

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