• 제목/요약/키워드: facial expression analysis

검색결과 164건 처리시간 0.027초

특징정보 분석을 통한 실시간 얼굴인식 (Realtime Face Recognition by Analysis of Feature Information)

  • 정재모;배현;김성신
    • 한국지능시스템학회:학술대회논문집
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    • 한국퍼지및지능시스템학회 2001년도 추계학술대회 학술발표 논문집
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    • pp.299-302
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    • 2001
  • The statistical analysis of the feature extraction and the neural networks are proposed to recognize a human face. In the preprocessing step, the normalized skin color map with Gaussian functions is employed to extract the region of face candidate. The feature information in the region of the face candidate is used to detect the face region. In the recognition step, as a tested, the 120 images of 10 persons are trained by the backpropagation algorithm. The images of each person are obtained from the various direction, pose, and facial expression. Input variables of the neural networks are the geometrical feature information and the feature information that comes from the eigenface spaces. The simulation results of$.$10 persons show that the proposed method yields high recognition rates.

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특징정보 분석을 통한 실시간 얼굴인식 (Realtime Face Recognition by Analysis of Feature Information)

  • 정재모;배현;김성신
    • 한국지능시스템학회논문지
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    • 제11권9호
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    • pp.822-826
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    • 2001
  • The statistical analysis of the feature extraction and the neural networks are proposed to recognize a human face. In the preprocessing step, the normalized skin color map with Gaussian functions is employed to extract the region of face candidate. The feature information in the region of the face candidate is used to detect the face region. In the recognition step, as a tested, the 120 images of 10 persons are trained by the backpropagation algorithm. The images of each person are obtained from the various direction, pose, and facial expression. Input variables of the neural networks are the geometrical feature information and the feature information that comes from the eigenface spaces. The simulation results of 10 persons show that the proposed method yields high recognition rates.

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21세기 패션에 나타난 원시주의의 표현방법과 특성 (Type of Expression and Characteristics of Primitivism in $21^{st}$ Century Fashion)

  • 김선영
    • 복식문화연구
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    • 제18권2호
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    • pp.229-244
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    • 2010
  • This study aims to discuss the type and characteristics of primitivism in the modern fashion of the $21^{st}$ century and, as a research method, the concept of primitivism as well as the transition of the patterns of primitivism expressed in modern art have been considered and reviewed through a variety of references. In particular, an empirical analysis of the works that have been created from 2000 to 2009 has been performed using domestic and overseas fashion and collection magazines. The characteristics of primitivism in modern fashion possess the following types of expression: First, Sensuality can be cited as one of the characteristics, either by using direct or indirect exposure of the human body, a silhouette which fits tightly to the body, or creating the effect of sensual beauty using animal fur or bird feathers. Second, Incantation: Masks symbolizing primitive incantation are used to cover the human face or primitive incantation is incorporated as a theme of hair accessories or fashion trinkets, etc. In addition, such decorations as tattoos and the body colorations of ancient tribes are reproduced in modern fashion by means of body painting, printing or other accessories, emphasizing the image of occult primitiveness. Third, Naturalness can be cited as one of the characteristics. Naturalness is emphasized in modern fashion not through artificial decorations and processing, but rather through different patterns of exposure by which natural purity can be felt or through the use of non-artificial materials which recalls primitive civilization. Forth, Playfulness is expressed in the form of graffiti or abstract letters and paintings, and the character of the play is often expressed by the use of grotesque images based on various distortions and exaggerations of the human body, the utilization of symbols of primitive incantation and body and/or facial painting. Fifth, Lastly 'folkishness is emphasized. Folk-like objects, facial decorations, exposure of the body and intense color contrasts typically represent the folkish characteristics.

얼굴 특징을 이용한 얼굴영역 검출에 관한 연구 (A study on face area detection using face features)

  • 박병준;김완태;김현식
    • 한국정보전자통신기술학회논문지
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    • 제13권3호
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    • pp.206-211
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    • 2020
  • 얼굴검출 과정은 영상 모니터링에서 매우 중요한 과정이며 생체 인식 기술의 한 종류이다. 검출과정은 변수가 많고 복잡하여 하드웨어가 발전하고 있는 근래에 와서 소프트웨어적인 발전이 이루어지고 있다. CCTV를 이용하는 분야 중 얼굴 검출 기술은 얼굴을 분석하기 이전에 실행되는 과정으로 영상에서 얼굴이 있는 곳을 찾아내는 기술이다. 사람의 얼굴은 조명이나 피부 색, 방향과 각도, 표정 등 여러 가지 환경적 조건에 따라 민감한 반응을 하기 때문에, 얼굴 검출에 관한 연구는 많은 어려움이 있다. 얼굴 검출 기술의 활용성과 중요성은 시간이 지날수록 각광받고 있으나, 얼굴 검출 이전에 선행되어야 하는 얼굴 영역 검출 기술에 대해서는 간과하는 측면이 많다. 본 논문의 시스템은 AdaBoost detector에서 검출 못하는 기울어진 얼굴을 검출할 수 있어 다른 사물의 검출도 같은 기술을 사용할 수 있을 것이다.

치위생과 학생의 자기표현이 임상실습 스트레스에 미치는 영향 (The Effect of Self-Expression on Stress with Clinical Dental Practice among Students in the Department of Dental Hygiene)

  • 전주연;이현옥;김진
    • 치위생과학회지
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    • 제7권2호
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    • pp.89-96
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    • 2007
  • The purpose of this study was to examine the relationship between the self-expression level of dental hygiene students related to communicative competence and their stress during clinical practice and what affected their stress. The subjects in this study were 125 dental hygiene students in W college, on whom a survey was conducted from September 18 through 30, 2006. After the collected data were analyzed with SPSS WIN 10.0 program, the following findings were acquired: 1. When a factor analysis was made to evaluate the self-expression of the students, there appeared three different categories of self-expression: voice/content, facial expression/attitude and sentiment. The three made a 58.1% prediction of their self-expression. As for overall reliability, they turned out highly reliable(Cronbach'a = .881). 2. The dental hygiene students got a mean of 3.58 out of possible five points in self-expression, which indicated that they expressed themselves relatively well. Concerning connections between their general characteristics and self-expression level, those who were inactive during clinical practice got a mean of 3.28, whereas the others who were active got a mean of 3.85. It implied that those who took a more active attitude to clinical practice expressed themselves better(p < .01). The person with whom they found it hard to get along made a statistically significant difference to their self-expression(p < .05). The students who didn't fare well with dental hygienists got the best score(3.70). The second best group(3.53) didn't get along with dentists, followed by assistant nurses(3.46) and patients/caregivers(3.31). As for the impact of the field of dream job, the students who hoped to work or study overseas(4.21) excelled in self-expression those who wanted to be hired in a general hospital, to go onto a school of higher grade and to work in a public dental clinic(p < .05). Among the general characteristics, satisfaction level with major, health status and motivation of choosing dental hygiene made no statistically significant differences to their self-expression. 3. Regarding relations between self-expression level and stress about clinical practice, those who didn't express themselves properly in terms of sentiment scored higher in stress level(3.65). Their stress was statistically significantly different according to self-expression level (p < .05). 4. As for the influence of self-expression and general characteristics on stress with clinical practice, sentiment was selected from among the self-expression categories as a decisive factor to affect stress. Their stress varied statistically significantly with that(p < .05). In contrast, their demographic variables made no statistically significant difference to that, which made a 79.2% prediction of it.

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개인화 전시 서비스 구현을 위한 지능형 관객 감정 판단 모형 (The Intelligent Determination Model of Audience Emotion for Implementing Personalized Exhibition)

  • 정민규;김재경
    • 지능정보연구
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    • 제18권1호
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    • pp.39-57
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    • 2012
  • 최근 기존 전시 공간 내에 유비쿼터스 환경이 구축되면서, 관객과의 상호작용을 통해 전시 효과를 배가할 수 있는 인터랙티브 전시에 많은 사람들의 관심이 집중되고 있다. 이러한 인터랙티브 전시가 보다 고도화되기 위해서는 전시물에 대한 다양한 관객 반응을 측정하고, 이를 통해 대상 관객이 어떤 감정을 느끼는지 예측할 수 있는 적절한 의사결정지원 모형이 요구된다. 이러한 배경에서 본 연구는 인터랙티브 전시 공간 내에서 수집 가능한 다양한 관객 반응 중 얼굴표정의 변화를 이용하여, 관객의 감정을 추론, 판단하는 지능형 모형을 제시한다. 본 연구에서 제시하는 모형은 무자극 상태의 관객의 표정과 자극이 주어졌을 때 관객의 표정이 어떻게 변화하는지 변화량을 측정하여, 이를 기반으로 인공신경망 기법을 이용해 해당 관객의 감정을 판단하는 모형이다. 이 때, 제안모형의 감정 분류체계로는 간결하면서도 실무에 적용이 용이하여 그간 기존 문헌에서 널리 활용되어 온 매력-각성(Valence-Arousal) 모형을 사용한다. 제안모형의 유용성을 검증하기 위해, 본 연구에서는 2011 서울 DMC 컬쳐 오픈 행사에 참여하여, 일반인을 대상으로 얼굴 표정 변화 데이터를 수집하고, 이들이 느끼는 감정 상태를 설문조사하였다. 그리고 나서, 이 자료들을 대상으로 본 연구에서 제안하는 모형을 적용해 보고, 제안모형이 비교모형으로 설정된 통계기반 예측모형에 비해 더 우수한 성과를 보이는지 확인해 보았다. 실험 결과, 본 연구에서 제시하는 모형이 비교 모형인 중회귀분석 모형보다 더 우수한 결과를 제공함을 확인할 수 있었다. 본 연구를 통하여 구축된 관객 감정 판단 모형을 실제 전시장에서 활용한다면 전시물을 관람하는 관객의 반응에 따라 시의적절하면서도 효과적인 대응이 가능하기 때문에, 관객의 몰입과 만족을 보다 증대시킬 수 있을 것으로 기대된다.

구강악습관이 저작근 및 안면표정근의 경직도 및 탄성도에 미치는 영향 (Effects of Oral Parafunction on the Stiffness and Elasticity in the Muscles of the Mastication and Facial Expression)

  • 김승기;김미은;김기석
    • Journal of Oral Medicine and Pain
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    • 제33권1호
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    • pp.85-95
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    • 2008
  • 구강안면통증의 주원인의 하나인 측두하악장애는 다양한 기여요인에 의해 발생하거나 악화되는데, 특히 이갈이, 이악물기 등의 비기능적 구강악습관은 중요한 기여요인으로 고려된다. 구강악습관과 저작근의 관련성에 대해서는 근전도 등을 이용한 연구가 이루어져왔으나, 안면표정근에 미치는 영향에 대해서는 연구된 바가 거의 없다. 그러므로 본 연구는 근육의 탄성도과 경직도를 정량적으로 평가할 수 있는 촉각센서(tactile sensor)를 이용하여 구강악습관이 저작근과 안면표정근에 미치는 영향을 평가하고자 하였다. 건강하고 건전한 치열을 가지고 있으며 Class I 교합관계의 정상골격인 지원자10명(20대 남성)을 연구대상으로 선택하여 촉각센서(Venustron II, Axiom Co, 일본)를 이용하여 이완 상태와 편측 이악물기(피검자가 선호하는 측의 제1대구치 부위에서 교합측정기를 50Kg force의 힘으로 깨문 상태), 턱내밀기(전치 상하절단연이 만나는 위치까지 턱을 내민 상태), 입술힘주기(치아는 닿지 않는 상태에서 입술만 꼭 다문 상태) 상태에서 저작근과 안면표정근의 경직도와 탄성도를 측정하였다. 측정근육은 측두근 전부, 교근(이상 저작근), 전두근, 하안륜근, 대관골근, 상 하 구륜근, 이근(이상 안면표정근)이었다. 통계처리를 위해 paired t-test, correlation coefficients, ANOVA 및 multiple comparison t-tests을 사용하였다. 편측 이악물기를 할 때 측정한 모든 근육에서 경직도와 탄성도는 좌우 차이를 보이지 않고 높은 상관관계를 보였다. 교근은 편측 이악물기 뿐만 아니라 턱내밀기, 입술힘주기의 시행된 모든 구강악습관에 의해 경직도가 증가하고 탄성도는 감소하였다(p<0.05). 측두근과 대관골근은 편측 이악물기의 영향을 받았으며, 상 하구륜근 및 이근의 경직도와 탄성도는 입술힘주기에 의해 크게 변화하였다(p<0.05). 본 연구의 결과는 편측 이악물기, 턱내밀기, 입술힘주기 같은 구강악습관은 저작근뿐만 아니라 안면표정근, 특히 구강주위근육에도 영향을 준다는 것을 보여준다.

쇼트 클립 플랫폼 틱톡(TikTok)에 나타난 보디 포지티브 무브먼트 콘텐츠의 주제 유형 및 표현기법 (A study on the thematic types, expression techniques, and impact of body positive movement content on the short clip platform TikTok)

  • 김고운
    • 복식문화연구
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    • 제32권1호
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    • pp.17-37
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    • 2024
  • This study examines the rise of the Body Positive Movement on TikTok and its role as a form of online content activism influencing the fashion design and industry. Through a combination of literature review and case study methodology, the study explores the expression techniques and thematic types of Body Positive Movement on TikTok. Reviews of literature, previous studies, online articles, fashion journals, and relevant search terms on TikTok informed a definition of Body Positive Movement and an analysis of its formation and rise. The research findings confirm the impact TikTok content on Body Positive Movement has on the fashion industry in addressing external factors (i.e., 'Appearance', 'Race', 'Aging', 'Physical Disability') and intrinsic factors (i.e., 'Acceptance of Diversity', 'Self-Esteem', 'Rejection of Stereotypes', 'Appropriate Representation', 'Information Provision'). The key external factor , 'Appearance', includes subcategories such as 'Body Shape', 'Body Hair', 'Skin', and 'Facial Features'. TikTok content creators on fashion creatively combine music, emojis, and visual storytelling to exhibit positive self-perception concerning these factors. A significant finding of the study is that short clips predominantly manifesting external factors differentiate into informative or enlightening videos associated with intrinsic factors. The study underscores Body Positive Movement's important influence on the fashion industry from design to presentation.

Retinoic Acid Induces Abnormal Palate During Embryogenesis in Rat

  • Shin, Jeong-Oh;Park, Hyoung-Woo;Bok, Jin-Woong;Kim, Myoung-Hee
    • 대한의생명과학회지
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    • 제16권1호
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    • pp.1-9
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    • 2010
  • In order to understand the effects of all-trans-RA on palate development, RA was injected into the abdominal cavity of pregnant mice and then the embryos were taken in the following days and analyzed morphologically as well as molecular biologically. When RA was administered at the stage of E11 or E15, the overall craniofacial development was retarded. The length from jaw to eye was shortened, compared to that of normal group. When the E11 embryos were exposed to RA, cleft lip was also found along with the cleft palate. In vitro palate culture experiment also revealed that RA caused cleft palate. When RT-PCR was performed, early stage administration of RA at E11 inhibited the upregulation of Hoxa7 expression at E15 through E17. Whereas in control group, high level of Hoxa7 expression was detected in the palate of E15 to E17. In the case of Bax, the expression was decreased from E16, while remaining constant in control group. When TUNEL analysis was performed following the RA treatment at E15, TUNEL positive cells were detected in the mesenchymal cells as well as epithelial cells of palatal shelves of E16 and in E17 embryos. Whereas in normal control, TUNEL positive cells were observed mostly at the epithelium around the nasal cavity and oral cavity where rugae is made. These results altogether indicate that exposure to RA during palate development causes facial deformity including cleft palate and cleft lip by modulating the expression of homeotic genes such as Hoxa7 as well as an apoptosis-related gene, Bax, and thus malregulating the apoptosis.

Anti-inflammatory effect of remifentanil in lipopolysaccharide-stimulated amniotic epithelial cells

  • Kim, Cheul-Hong;Jeong, Seong Soon;Park, Soon Ji;Choi, Eun-Ji;Kim, Yeon Ha;Ahn, Ji-Hye
    • Journal of Dental Anesthesia and Pain Medicine
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    • 제19권5호
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    • pp.253-260
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    • 2019
  • Background: Sometimes general anesthesia is required for dental surgery in pregnant women. Facial bone fractures or neck abscess should be treated immediately. Dental surgery, however, creates a stressful situation that can cause inflammation. Inflammatory responses are a well-known major cause of preterm labor and preterm birth. Here we demonstrate the effects of remifentanil on the factors related to preterm labor and its mechanism of action on amniotic-derived epithelial cells (WISH cells). Methods: WISH cells were exposed to lipopolysaccharide (LPS) for 24 h and co-treated with various concentrations of remifentanil. MTT assays were performed to measure cell viability. To explain the effects of remifentanil on the factors related to inflammation in WISH cells, activation of nuclear factor kappa B ($NF-{\kappa}B$) and p38 and the expression of interleukin $(IL)-1{\beta}$, tumor necrosis factor $(TNF)-{\alpha}$, cyclooxygenase (COX)2, and prostaglandin E $(PGE)_2$ were quantified using western blotting and RT-PCR, respectively. Results: Remifentanil did not affect WISH cell viability. In western blot analysis, co-treatment with remifentanil resulted in decreased phosphorylation of $NF-{\kappa}B$, and expression of COX2 and $PGE_2$ in LPS-induced inflammation, but the results were statistically significant only at low concentrations. Reduction of $IL-1{\beta}$ and $TNF-{\alpha}$ expression was also observed with RT-PCR. Conclusion: Co-treatment with remifentanil does not affect the viability of WISH cells, but reduces the expression of the factors related to inflammation, which can induce uterine contraction and preterm labor. These findings provide evidence that remifentanil may inhibit uterine contraction and preterm labor in clinical settings.