• 제목/요약/키워드: Motion capture

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Comparative Analysis of Markerless Facial Recognition Technology for 3D Character's Facial Expression Animation -Focusing on the method of Faceware and Faceshift- (3D 캐릭터의 얼굴 표정 애니메이션 마커리스 표정 인식 기술 비교 분석 -페이스웨어와 페이스쉬프트 방식 중심으로-)

  • Kim, Hae-Yoon;Park, Dong-Joo;Lee, Tae-Gu
    • Cartoon and Animation Studies
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    • 통권37호
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    • pp.221-245
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    • 2014
  • With the success of the world's first 3D computer animated film, "Toy Story" in 1995, industrial development of 3D computer animation gained considerable momentum. Consequently, various 3D animations for TV were produced; in addition, high quality 3D computer animation games became common. To save a large amount of 3D animation production time and cost, technological development has been conducted actively, in accordance with the expansion of industrial demand in this field. Further, compared with the traditional approach of producing animations through hand-drawings, the efficiency of producing 3D computer animations is infinitely greater. In this study, an experiment and a comparative analysis of markerless motion capture systems for facial expression animation has been conducted that aims to improve the efficiency of 3D computer animation production. Faceware system, which is a product of Image Metrics, provides sophisticated production tools despite the complexity of motion capture recognition and application process. Faceshift system, which is a product of same-named Faceshift, though relatively less sophisticated, provides applications for rapid real-time motion recognition. It is hoped that the results of the comparative analysis presented in this paper become baseline data for selecting the appropriate motion capture and key frame animation method for the most efficient production of facial expression animation in accordance with production time and cost, and the degree of sophistication and media in use, when creating animation.

A Development of Golf Coaching using Human Motion Analysis (동작분석기법을 활용한 골프코칭시스템 개발)

  • Lim, Seok-Jin
    • Journal of the Korea Safety Management & Science
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    • 제15권2호
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    • pp.55-61
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    • 2013
  • For years, many studies have mainly been investigated in a complicated human motion analysis. Recently, many motion analysis equipments have been studied and developed. Therefore, the more complex human movement analyses are possible, we have enabled us to perform more and more complicated human movement analyses. A Three-dimensional(3D) motion analysis on of the several methods is a useful tool for analyzing the human motion analysis. The purpose of this study was to develop the 3D human motion analysis using a kalman filter algorithm and a gyro sensor. The algorithm and sensor were used to human motion analysis with high-speed motion capture. In this study, the developed system will be adapted to facilitate golf swing analysis. Using the developed system, golfers and coaches who do not have advanced biomechanical knowledge can easily be used to their golf swing analysis. Future study is necessary for more practical and efficient area such as other sports industries, 3D game industries, rehabilitation training, etc..

Iguana motion synthesis using soft body simulation (연체 시뮬레이션 기반 이구아나 동작 생성)

  • Moon, Jaeseok;Kwon, Taesoo
    • Journal of the Korea Computer Graphics Society
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    • 제23권1호
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    • pp.33-38
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    • 2017
  • In this paper, we suggest a method to simulate high-quality iguana animation by using low-quality motion capture data. Iguana motion data captured using a small number of markers cannot express its movement precisely, and even with a realistic skin mesh, it shows unnatural movement because of limited degrees of freedom. In order to solve this problem, we propose to simulate a natural and flexible movement by applying a soft-body simulation technique which models the movement of an iguana according to muscle forces and body's elastic forces. We construct a motion graph from the motion capture data to describe the iguana's various movements, and utilize it to select appropriate movements when the iguana moves. A target point on a terrain is set from the user's input, and a graph path is planned based on it. As a result, the input movement of iguana walking on a flat ground transforms to a movement that is adapted in an online manner to the irregular heights of the terrain. Such a movement is used to calculate the ideal muscle lengths that are needed for soft-body simulation. Lastly, a tetrahedral mesh of the iguana is physically simulated to adapt to various situations by applying a soft-body simulation technique.

Training Avatars Animated with Human Motion Data (인간 동작 데이타로 애니메이션되는 아바타의 학습)

  • Lee, Kang-Hoon;Lee, Je-Hee
    • Journal of KIISE:Computer Systems and Theory
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    • 제33권4호
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    • pp.231-241
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    • 2006
  • Creating controllable, responsive avatars is an important problem in computer games and virtual environments. Recently, large collections of motion capture data have been exploited for increased realism in avatar animation and control. Large motion sets have the advantage of accommodating a broad variety of natural human motion. However, when a motion set is large, the time required to identify an appropriate sequence of motions is the bottleneck for achieving interactive avatar control. In this paper, we present a novel method for training avatar behaviors from unlabelled motion data in order to animate and control avatars at minimal runtime cost. Based on machine learning technique, called Q-teaming, our training method allows the avatar to learn how to act in any given situation through trial-and-error interactions with a dynamic environment. We demonstrate the effectiveness of our approach through examples that include avatars interacting with each other and with the user.

Measurement of grasping reach by three-dimensional motion capture (3차원 동작측정 방법에 의한 인체 파악한계 측정)

  • 박재희;고봉기;김진호
    • Proceedings of the ESK Conference
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    • 대한인간공학회 1997년도 춘계학술대회논문집
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    • pp.85-89
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    • 1997
  • We used a three-dimensional motion capture method to measure the grasping reach of Korean. This method was applied well to the grasping reach measurement with low measurement error and high efficiency. We measured the grasping reach of 29 males and 21 females at the different height from seat reference level; -10, 0, 30, 60, and 90cm. The grasping reach data were summarized at each 15 .deg. in polar corrdinates to compare with the former researches. If the number of subjects increases in the supplement research, the grasping reach data will be used in the ergonomic design of the driver's cabin or workstations in industry.

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Rehabilitation Training System for Leg Rehabilitation based on Motion capture (하지 재활을 위한 모션 캡쳐 기반 재활 훈련 시스템 개발)

  • Kim, Sang-Yun;Jung, Seong-Dae;Kim, Sang-Ho;Jung, Soon-Ki;Lee, Yang-Soo;Kim, Chul-Hyun
    • 한국HCI학회:학술대회논문집
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    • 한국HCI학회 2007년도 학술대회 1부
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    • pp.109-114
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    • 2007
  • 본 논문에서는 하지 편마비 환자의 편마비 정도를 측정하여 사용하지 않으려고 하는 근육을 강제적으로 사용하도록 하여 하지를 재활할 수 있도록 훈련하는 시스템을 제안한다. 제안하는 시스템은 체중 부하 및 하지 슬관절의 움직임을 측정하여, 이를 통해 환자가 자신의 편마비 정도를 인식할 수 있도록 화면에 출력함으로써 환자가 피드백을 통해 강제적으로 편마비 하지를 사용 하도록 훈련 시킬 수 있다. 하지 슬관절(Knee Joint)의 움직임은 기존의 방법과는 달리 적외선 필터를 장착한 단일 카메라를 통한 모션 캡쳐 기술을 사용하여 획득한다. 또한, 재활 시스템에 가상현실 기술을 도입하여 무릎을 동시에 굽혔다가 펴는 기립훈련과 양측 하지를 이용한 보행훈련을 입력으로 가상공간을 탐험할 수 있게 함으로써 환자가 흥미롭게 재활훈련을 받을 수 있도록 하였다.

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Emerging Trends in 3D Technology Adopted in Apparel Design Research and Product Development (의류학 연구 및 패션산업 현장에 도입되고 있는 3D 기술동향 및 적용사례 고찰)

  • Park, Huiju;Koo, Helen
    • Journal of the Korean Society of Clothing and Textiles
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    • 제42권1호
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    • pp.195-209
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    • 2018
  • This study reviewed emerging trends in 3D technology adopted in apparel design research and product development for rapid prototyping and effective evaluation of product performance. Based on a literature review, the authors discussed technical advantages, practical merits and limitations, applications, and on-going developmental efforts of the following methodologies focusing on 3D body scanning and 3D motion capture, and 3D virtual fit simulation technologies. Such data-driven technical approaches observed in recent apparel design research and industry practice are expected to increasingly be adopted in the field to improve consumers' satisfaction with functionality, aesthetics, and comfort of a wide range of apparel products that include daily wear, sport apparel and protective clothing.

Robust 3-D Points Estimation and Tracking with Dynamic Model for Optical Motion Capture (광학식 동작 포착에서 동적 모델을 이용한 신뢰성있는 3-D 좌표 추정 및 추적)

  • Lee, Dong-Hun;Chu, Chang-U;Kim, Seong-Jin;Jeong, Sun-Gi
    • Journal of KIISE:Computer Systems and Theory
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    • 제27권10호
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    • pp.825-834
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    • 2000
  • 광학식 동작 포착(optical motion capture)시스템에서 신뢰할만한 3차원 좌표의 획득과 마커의 궤적 추적은 매우 중요한 문제이다. 3차원 좌표를 획득하기 이해서는 다중의 카메라로부터 2차원의 데이터 간의 대응관계를 구해야 한다. 본 논문에서는 각 카메라에서의 3차원 마커들 간의 대응관계를 k-partite graph로 모델링하고, 릴렉세이션 알고리즘을 사용하여 고스트가 제거된 신뢰성있는 클릭을 추출한다. 이를 통해 정확하고 안정적인 3차원의 좌표를 생성할 수 있다. 또한 추출된 3차원 마커의 궤적의 추적을 위해 칼만 필터를 사용한 마커의 예측과 데이터 연계 문제의 해결을 위한 전략을 제안하고. 사라진 마커의 궤적을 유지시키기 위해 다이나믹 모델을 사용한 추적 알고리즘을 제시한다.

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Integrated equations of motion for direct integration methods

  • Chang, Shuenn-Yih
    • Structural Engineering and Mechanics
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    • 제13권5호
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    • pp.569-589
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    • 2002
  • In performing the dynamic analysis, the step size used in a step-by-step integration method might be much smaller than that required by the accuracy consideration in order to capture the rapid chances of dynamic loading or to eliminate the linearization errors. It was first found by Chen and Robinson that these difficulties might be overcome by integrating the equations of motion with respect to time once. A further study of this technique is conducted herein. This include the theoretical evaluation and comparison of the capability to capture the rapid changes of dynamic loading if using the constant average acceleration method and its integral form and the exploration of the superiority of the time integration to reduce the linearization error. In addition, its advantage in the solution of the impact problems or the wave propagation problems is also numerically demonstrated. It seems that this time integration technique can be applicable to all the currently available direct integration methods.

Extracting & Tracking Algorithm for Facial Motion Capture Animation (얼굴 모션 캡쳐 애니메이션을 위한 추출 및 추적 알고리즘)

  • 이문희;김경석
    • Journal of Broadcast Engineering
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    • 제8권2호
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    • pp.172-180
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    • 2003
  • In this paper, we propose fast and precise extracting & tracking algorithm based on general camera and frame grabber for facial motion capture animation. Proposed algorithm consists of two steps. extracting and tracking. The former is to separate multiple markers from input image using region merging based on neural networks. The latter Is to track extracted multiple markers at each frame using tracking algorithm based on neural networks. In the experiment, we could remove noise and reduce processing time in the step of extraction. In addition, we could have good tracking results in the low frame rates.