• Title/Summary/Keyword: 3차원 얼굴

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A study on the lip shape recognition algorithm using 3-D Model (3차원 모델을 이용한 입모양 인식 알고리즘에 관한 연구)

  • 배철수
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.3 no.1
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    • pp.59-68
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    • 1999
  • Recently, research and developmental direction of communication system is concurrent adopting voice data and face image in speaking to provide more higher recognition rate then in the case of only voice data. Therefore, we present a method of lipreading in speech image sequence by using the 3-D facial shape model. The method use a feature information of the face image such as the opening-level of lip, the movement of jaw, and the projection height of lip. At first, we adjust the 3-D face model to speeching face image sequence. Then, to get a feature information we compute variance quantity from adjusted 3-D shape model of image sequence and use the variance quality of the adjusted 3-D model as recognition parameters. We use the intensity inclination values which obtaining from the variance in 3-D feature points as the separation of recognition units from the sequential image. After then, we use discrete HMM algorithm at recognition process, depending on multiple observation sequence which considers the variance of 3-D feature point fully. As a result of recognition experiment with the 8 Korean vowels and 2 Korean consonants, we have about 80% of recognition rate for the plosives and vowels. We propose that usability with visual distinguishing factor that using feature vector because as a result of recognition experiment for recognition parameter with the 10 korean vowels, obtaining high recognition rate.

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3-D Facial Motion Estimation using Extended Kalman Filter (확장 칼만 필터를 이용한 얼굴의 3차원 움직임량 추정)

  • 한승철;박강령김재희
    • Proceedings of the IEEK Conference
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    • 1998.10a
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    • pp.883-886
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    • 1998
  • In order to detect the user's gaze position on a monitor by computer vision, the accurate estimations of 3D positions and 3D motion of facial features are required. In this paper, we apply a EKF(Extended Kalman Filter) to estimate 3D motion estimates and assumes that its motion is "smooth" in the sense of being represented as constant velocity translational and rotational model. Rotational motion is defined about the orgin of an face-centered coordinate system, while translational motion is defined about that of a camera centered coordinate system. For the experiments, we use the 3D facial motion data generated by computer simulation. Experiment results show that the simulation data andthe estimation results of EKF are similar.e similar.

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Accurate Registration Method of 3D Facial Scan Data and CBCT Data using Distance Map (거리맵을 이용한 3차원 얼굴 스캔 데이터와 CBCT 데이터의 정확한 정합 기법)

  • Lee, Jeongjin
    • Journal of Korea Multimedia Society
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    • v.18 no.10
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    • pp.1157-1163
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    • 2015
  • In this paper, we propose a registration method of 3d facial scan data and CBCT data using voxelization and distance map. First, two data sets are initially aligned by exploiting the voxelization of 3D facial scan data and the information of the center of mass. Second, a skin surface is extracted from 3D CBCT data by segmenting air and skin regions. Third, the positional and rotational differences between two images are accurately aligned by performing the rigid registration for the distance minimization of two skin surfaces. Experimental results showed that proposed registration method correctly aligned 3D facial scan data and CBCT data for ten patients. Our registration method might give useful clinical information for the oral surgery planning and the diagnosis of the treatment effects after an oral surgery.

Non-intrusive 3D Face Data Acquisition System (비 강압적 3차원 얼굴 데이터 획득 시스템 연구)

  • Kim, Joong-Rock;Yu, Sun-Jin;Lim, Kyung-Min;Kim, Soo-Yeon;Lee, Sang-Youn
    • Proceedings of the IEEK Conference
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    • 2008.06a
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    • pp.929-930
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    • 2008
  • To develop reliable 3D face recognition system, many researchers also have focused on 3D face data acquisition system. Previous many 3D face acquisition systems use visible patterns to solve corresponding problem, and this pattern made anyone who wants to be verified uncomfortable. In this paper, we propose a new invisible infrared line-laser pattern for 3D face data acquisition.

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Estimation of a Driver's Physical Condition Using Real-time Vision System (실시간 비전 시스템을 이용한 운전자 신체적 상태 추정)

  • Kim, Jong-Il;Ahn, Hyun-Sik;Jeong, Gu-Min;Moon, Chan-Woo
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.9 no.5
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    • pp.213-224
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    • 2009
  • This paper presents a new algorithm for estimating a driver's physical condition using real-time vision system and performs experimentation for real facial image data. The system relies on a face recognition to robustly track the center points and sizes of person's two pupils, and two side edge points of the mouth. The face recognition constitutes the color statistics by YUV color space together with geometrical model of a typical face. The system can classify the rotation in all viewing directions, to detect eye/mouth occlusion, eye blinking and eye closure, and to recover the three dimensional gaze of the eyes. These are utilized to determine the carelessness and drowsiness of the driver. Finally, experimental results have demonstrated the validity and the applicability of the proposed method for the estimation of a driver's physical condition.

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A Study on Multi-patch Surface in Improving Efficiency of 3D Facial Modeling (Multi-patch Surface를 이용한 3D Facial Model 제작 효율 향상에 관한 연구)

  • 진영애;김종기;김치용
    • Proceedings of the Korea Multimedia Society Conference
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    • 2003.05b
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    • pp.492-498
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    • 2003
  • 본 논문에서는 실사와 같은 사실적인 3차원 Facial Model 제작을 위해 해부학 접근을 통한 근육기반의 자연스러운 Facial Modeling 제작을 연구하였다 한국인 기본형 얼굴을 연구 대상으로 선정하여 안면근육 비례를 분석한 후 Multi-patch Surface Modeling 방법을 적용하며 제작하였다. 이 방법에는 통계적 분석기법 중 L/sub 27/(3/sup 13/) 3수준계 직교배열표를 이용하여 검증하였다. 본 연구를 통하여 Facial Model 제작 시 최소의 UV spans 수로 최대 시각화 즉, 원본의 형상을 최대한 유지하면서 작업시간과 Rendering 시간 단축 및 Data 용량을 줄일 수 있는 Modeling 방법을 제안하였고, 향후 자연스런 Facial Animation 제작 및 연구에도 많은 도움이 될 것으로 기대된다.

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3D Face Carving Machine System: Aikolai System (3차원 얼굴 조각기: 아이꼴아이시스템)

  • 신흥식;김찬봉;이강주;박철환;권용찬;김주한
    • Proceedings of the Korean Society of Machine Tool Engineers Conference
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    • 2001.04a
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    • pp.361-364
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    • 2001
  • CNC technology is used in various industrial fields, whose best example is the product part. The technology has been applied to machine tools such as automatic lathes and machining centers, etc. Recently, CNC technology has been applied not only to industrial parts but also to consumer part such as dental prosthesis and 3D face carving machine. In this paper, we introduce the application of the CNC technology to the 3D face carving machine, which the public has been not familiar with yet. It enables general users to control the machine and get the product with ease. We also mention examples of the application of the technology to the related fields and the way open CNC technology is used in controlling the calving machine.

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Learning/Training System Supporting Real Time Video Chatting on Web-based 3D Virtual Space (웹 기반 3차원 가상 공간에서 실시간 화상 대화 지원 학습/훈련 시스템)

  • 정헌만;탁진현;이세훈;왕창종
    • Proceedings of the Korean Information Science Society Conference
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    • 2000.10b
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    • pp.571-573
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    • 2000
  • 기존 분산 가상환경 시스템에서는 참여자들 사이의 언어 외적인 의사교환을 지원하기 위해 참여자의 아바타에 몸짓이나 얼굴 표정 등을 표현할 수 있도록 애니메이션 가능한 아바타를 사용한다. 하지만 아바타 애니메이션으로 참여자의 의사 및 감정 표현을 표현하는데는 한계가 있다. 따라서, 이 논문에서는 가상 환경 내의 다중 사용자들의 의사 교환 및 감정 표현을 극대화할 수 있는 방법으로 실시간 화상 대화 가상 환경 학습.훈련 시스템을 설계하였다. 설계한 시스템은 학습 참여자의 화상 및 음성 스트림을 전달함으로써 기존 응용들에 비해 풍부한 의사 교환을 지원하고, 가상 공간에서 학습에 필요한 다양한 모듈들을 포함하고 있다.

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Driver Assistance System for Integration Interpretation of Driver's Gaze and Selective Attention Model (운전자 시선 및 선택적 주의 집중 모델 통합 해석을 통한 운전자 보조 시스템)

  • Kim, Jihun;Jo, Hyunrae;Jang, Giljin;Lee, Minho
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.16 no.3
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    • pp.115-122
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    • 2016
  • This paper proposes a system to detect driver's cognitive state by internal and external information of vehicle. The proposed system can measure driver's eye gaze. This is done by concept of information delivery and mutual information measure. For this study, we set up two web-cameras at vehicles to obtain visual information of the driver and front of the vehicle. We propose Gestalt principle based selective attention model to define information quantity of road scene. The saliency map based on gestalt principle is prominently represented by stimulus such as traffic signals. The proposed system assumes driver's cognitive resource allocation on the front scene by gaze analysis and head pose direction information. Then we use several feature algorithms for detecting driver's characteristics in real time. Modified census transform (MCT) based Adaboost is used to detect driver's face and its component whereas POSIT algorithms are used for eye detection and 3D head pose estimation. Experimental results show that the proposed system works well in real environment and confirm its usability.

Multidimensional Affective model-based Multimodal Complex Emotion Recognition System using Image, Voice and Brainwave (다차원 정서모델 기반 영상, 음성, 뇌파를 이용한 멀티모달 복합 감정인식 시스템)

  • Oh, Byung-Hun;Hong, Kwang-Seok
    • Proceedings of the Korea Information Processing Society Conference
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    • 2016.04a
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    • pp.821-823
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    • 2016
  • 본 논문은 다차원 정서모델 기반 영상, 음성, 뇌파를 이용한 멀티모달 복합 감정인식 시스템을 제안한다. 사용자의 얼굴 영상, 목소리 및 뇌파를 기반으로 각각 추출된 특징을 심리학 및 인지과학 분야에서 인간의 감정을 구성하는 정서적 감응요소로 알려진 다차원 정서모델(Arousal, Valence, Dominance)에 대한 명시적 감응 정도 데이터로 대응하여 스코어링(Scoring)을 수행한다. 이후, 스코어링을 통해 나온 결과 값을 이용하여 다차원으로 구성되는 3차원 감정 모델에 매핑하여 인간의 감정(단일감정, 복합감정)뿐만 아니라 감정의 세기까지 인식한다.