• 제목/요약/키워드: Mechanical Motion Capture

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안면 움직임 분석을 통한 단음절 음성인식 (Monosyllable Speech Recognition through Facial Movement Analysis)

  • 강동원;서정우;최진승;최재봉;탁계래
    • 전기학회논문지
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    • 제63권6호
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    • pp.813-819
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    • 2014
  • The purpose of this study was to extract accurate parameters of facial movement features using 3-D motion capture system in speech recognition technology through lip-reading. Instead of using the features obtained through traditional camera image, the 3-D motion system was used to obtain quantitative data for actual facial movements, and to analyze 11 variables that exhibit particular patterns such as nose, lip, jaw and cheek movements in monosyllable vocalizations. Fourteen subjects, all in 20s of age, were asked to vocalize 11 types of Korean vowel monosyllables for three times with 36 reflective markers on their faces. The obtained facial movement data were then calculated into 11 parameters and presented as patterns for each monosyllable vocalization. The parameter patterns were performed through learning and recognizing process for each monosyllable with speech recognition algorithms with Hidden Markov Model (HMM) and Viterbi algorithm. The accuracy rate of 11 monosyllables recognition was 97.2%, which suggests the possibility of voice recognition of Korean language through quantitative facial movement analysis.

동작분석기법을 이용한 조향동작에 대한 팔의 생체역학적 특성분석 (Biomechanical Analysis of Arm Motion during Steering Using Motion Analysis Technique)

  • 김영환;탁태오
    • 대한기계학회논문집A
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    • 제35권11호
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    • pp.1391-1398
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    • 2011
  • 본 논문은 장비의 동작분석기법을 이용하여 운전자가 핸들을 돌릴 때 팔의 관절 운동에 대한 생체역학적 해석을 수행하였다. 모형 운전석에서 운전자가 핸들을 돌릴 때 모션 캡쳐(motion capture) 시스템을 이용하여 팔의 3차원 운동궤적을 구하고, 이 결과를 이용하여 팔의 근-골격계 모델에 대한 역기구학 해석과 역동역학 해석을 수행함으로써 팔 관절의 변위와 관절 토크의 크기를 계산하였다. 각 관절의 회전 운동은 동시에 복합적으로 발생하며, 관절 운동의 크기의 관점에서 팔꿈치 관절의 회내-회외, 어깨 관절의 내전-외전, 굴곡-신전, 손목 관절의 굴곡-신전 등이 주요한 운동임을 확인할 수 있었다. 모형 운전석의 운전 자세, 핸들의 각도 및 좌석에 대한 상대적 위치와 관련된 설계변수에 대한 관절운동의 민감도 해석을 통하여 운전 자세와 핸들의 위치가 조향 동작에 미치는 영향을 정량적으로 분석하였다.

전후방 및 내외측 방향의 동적 움직임에 따른 균형 및 근육 활성도 특성 (Characteristics of Balance and Muscle Activation responded to Dynamic Motions in Anterior-Posterior and Medial-Lateral Directions)

  • 김충연;정호현;이범기;정덕영;전경진;임도형
    • 대한의용생체공학회:의공학회지
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    • 제34권4호
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    • pp.212-217
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    • 2013
  • Falling is one of the major public problems to the elderly, resulting in limitations of daily living activities. It can be induced by the functional loss of the balance ability and muscle strength in the elderly. It has been, however, not well investigated to suggest an effective methodology improving the balance ability and muscle strength for the prevention of the falling due to lack of information about the characteristics of the balance and muscle activations responded to the dynamic motions. The aim of the current study is, therefore, to identify the characteristics of the balance and muscle activations responded to the dynamic motions in Anterior-Posterior(AP) and Medial Lateral(ML) directions. For that, a motion capture system with eight infrared cameras, surface electromyogram system and Wii Fit system with a customized variable unstable base were used and kinematic and kinetic data obtained from the systems were analyzed for five healthy male($24.8{\pm}3.3years$, $177.4{\pm}2.0cm$, $73.9{\pm}12.9kg$, $23.5{\pm}4.0kg/m$). The results showed that the characteristics of the balance and muscle activations were differently responded to between the dynamic motions in Anterior-Posterior(AP) and Medial Lateral(ML) directions. These findings may indicate that customized dynamic motions should be applied to the training of the balance ability and muscle strength for the effective prevention of the falling. This study may be meaningful to providing basic information to establish a guideline improving effectively the balance ability and muscle strength.

Analytical solution for analyzing initial curvature effect on vibrational behavior of PM beams integrated with FGP layers based on trigonometric theories

  • Mousavi, S. Behnam;Amir, Saeed;Jafari, Akbar;Arshid, Ehsan
    • Advances in nano research
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    • 제10권3호
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    • pp.235-251
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    • 2021
  • In the current study, the free vibrational behavior of a Porous Micro (PM) beam which is integrated with Functionally Graded Piezoelectric (FGP) layers with initial curvature is considered based on the two trigonometric shear deformation theories namely SSDBT and Tan-SDBT. The structure's mechanical properties are varied through its thicknesses following the given functions. The curved microbeam is exposed to electro-mechanical preload and also is rested on a Pasternak type of elastic foundation. Hamilton's principle is used to extract the motion equations and the MCST is used to capture the size effect. Navier's solution method is selected as an analytical method to solve the motion equations for a simply supported ends case and by validating the results for a simpler state with previously published works, effects of different important parameters on the behavior of the structure are considered. It is found that although increasing the porosity reduces the natural frequency, but enhancing the volume fraction of CNTs increasing it. Also, by increasing the central angle of the curved beam the vibrations of the structure increases. Designing and manufacturing more efficient smart structures such as sensors and actuators are of the aims of this study.

손동작 영상획득을 이용한 최소침습수술로봇 무구속 마스터 인터페이스 (Non-restraint Master Interface of Minimally Invasive Surgical Robot Using Hand Motion Capture)

  • 장익규
    • 대한의용생체공학회:의공학회지
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    • 제37권3호
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    • pp.105-111
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    • 2016
  • Introduction: Surgical robot is the alternative instrument that substitutes the difficult and precise surgical operation; should have intuitiveness operationally to transfer natural motions. There are limitations of hand motion derived from contacting mechanical handle in the surgical robot master interface such as mechanical singularity, isotropy, coupling problems. In this paper, we will confirm and verify the feasibility of intuitive Non-restraint master interface which tracking the hand motion using infra-red camera and only 3 reflective markers without the hardware handle for the surgical robot master interface. Materials & methods: We configured S/W and H/W system; arranged 6 infra-red cameras and attached 3 reflective markers on hands for measuring 3 dimensional coordinate then we find the 7 motions of grasp, yaw, pitch, roll, px, py, pz. And we connected Virtual-Master to the slave surgical robot(Laparobot) and observed the feasibility. To verify the result of motion, we compare the result of Non-restraint master and that of clinometer (and protractor) through measuring 0~180 degree, 10degree interval, 1000 samples and recorded standard deviation stands for error rate of the value. Results: We confirmed that the average angle values of Non-restraint master interface is accurately corresponds to the result of clinometer (and protractor) and have low error rates during motion. Investigation & Conclusion: In this paper, we confirmed the feasibility and accuracy of 3D Non-restraint master interface that can offer the intuitive motion of non-contact hardware handle. As a result, we can expect the high intuitiveness, dexterousness of surgical robot.

On resonance behavior of porous FG curved nanobeams

  • She, Gui-Lin;Liu, Hai-Bo;Karami, Behrouz
    • Steel and Composite Structures
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    • 제36권2호
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    • pp.179-186
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    • 2020
  • In this paper, the forced resonance vibration of porous functionally graded (FG) curved nanobeam is examined. In order to capture the hardening and softening mechanisms of nanostructure, the nonlocal strain gradient theory is employed to build the size-dependent model. Using the Timoshenko beam theory together with the Hamilton principle, the equations of motion for the curved nanobeam are derived. Then, Navier series are used in order to obtain the dynamical deflections of the porous FG curved nanobeam with simply-supported ends. It is found that the resonance position of the nanobeam is very sensitive to the nonlocal and strain gradient parameters, material variation, porosity coefficient, as well as geometrical conditions. The results indicate that the resonance position is postponed by increasing the strain gradient parameter, while the nonlocal parameter has the opposite effect on the results. Furthermore, increasing the opening angle or length-to-thickness ratio will result in resonance position moves to lower-load frequency.

트레드밀 보행에서 무게중심 이동과 리아프노프 지수 사이의 상관관계 (Correlation between the Displacement of Center of Gravity and Lyapunov Exponent during Treadmill Walking)

  • 김수한;박정홍;손권
    • 한국정밀공학회지
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    • 제27권2호
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    • pp.123-129
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    • 2010
  • The purpose of study is to investigate the correlation between the Lyapunov exponent (LE) and the displacement of the center of gravity (DCG) for clarifying walking stability on the treadmill. From fifteen young healthy subjects volunteered, lower extremity joint angles were recorded using a three-dimensional motion capture system with reflective markers. The anteroposterior DCG and the LE were calculated by a commercial software. A linear correlation between LE and DCG (p<0.05) showed that LEs compensated for walking distance on the treadmill walking. However, LEs were found to be independent of self-selected walking speeds by a negligible correlation between LE and the Froude number (p>0.05).

로봇 팔의 제어를 위한 포텐셜미터를 이용한 팔 움직임 감지 시스템 개발 (Development of Arm Motion Sensing System Using Potentiometer for Robot Arm Control)

  • 박기훈;박성훈;윤태성;곽군평;안호균;박승규
    • 한국정보통신학회논문지
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    • 제16권4호
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    • pp.872-878
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    • 2012
  • 본 논문은 사람 팔의 움직임 감지 시스템을 제안한다. 기존의 모션측정 장비들은 고가이거나 혹은 특수한 장소가 따로 필요하였다. 또한 측정한 데이터들을 필요한 데이터로 변환하는 추가적인 시간도 필요하였다. 본 논문에서는 사람이 입을 수 있으며 가격이 매우 저렴하고 추가적인 데이터 변환이 필요 없는 시스템을 개발 하였다.

대퇴 절단자들을 위한 로봇 의지의 설계 (Design of Robotic Prosthetic Leg for Above-knee Amputees)

  • 양운제;김정엽
    • 한국정밀공학회지
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    • 제31권10호
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    • pp.913-922
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    • 2014
  • This paper describes design of a robotic above-knee prosthetic leg which is powered by electrical motors. As a special feature, the robotic prosthetic leg has enough D.O.F.s. For mimicking the human leg, the robotic prosthetic leg is composed of five joints. Three of them are called 'active joint' which is driven by electrical motors. They are placed at the knee-pitch-axis, the ankle-pitch-axis, and the an! kle-roll-axis. Every 'active joint' has enough torque capacity to overcome ground reaction forces for walking and is backlashless for accurate motion generation and high-performance balance control. Other two joints are called 'passive joint' which is activating by torsion spring. They are placed at the toe part and designed by Crank-rocker mechanism using kinematic design approach. In order to verify working performance of the robotic prosthetic leg, we designed a gait trajectory through motion capture technique and experimentally applied it to the robot.

모션캡쳐 DB를 이용한 휴머노이드 로봇의 상체 동작 재생성 (Regeneration of Upper-body Motion of Humanoid Robot Using Human Motion Capture Data)

  • 김승수;김창환;박종현;유범재
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2006년도 제37회 하계학술대회 논문집 D
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    • pp.1935-1936
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    • 2006
  • 인간과 의사소통 및 상호작용함에 있어 휴머노이드 로봇은 그 외형이 인간에게 친숙해야 할 뿐만 아니라 그 행동역시 인간과 유사해야 한다. 인간의 상체 동작과 유사한 동작은 인간과의 의사소통에 있어 매우 중요하다. 인간의 동작과 유사한 동작을 수학적인 식을 통하여 생성해 내기는 매우 힘들다. 수학적 모델을 개발하려는 노력과는 달리 최근에는 모션캡쳐 장비로부터 동작데이터를 획득하고, 그 데이터를 휴머노이드 로봇에 입력하는 연구가 진행되어왔다. 하지만, 로봇과 인간이 의사소통함에 있어서 필요한 모든 데이터를 모션캡쳐 장비로 획득하여 저장해 놓기는 불가능 하다. 또한, 동작을 통하여 의미를 전달하는 의사소통의 경우에 상대방과 분위기에 따라 동작의 방향이나 크기를 달리할 필요가 있다. 이 논문에서는 의미가 있는 동작을 모션캡쳐 장비로부터 획득하고, 휴머노이드 로봇에 맞게 변환한 다음, 그 데이터를 상황에 맞게 실시간으로 변형하는 방법을 제안한다. 제안한 방법을 몇가지 동작에 적용하여 그 실효성을 검정하였다.

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