• 제목/요약/키워드: Facial analysis

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표정분석을 위한 얼굴 구성 요소 검출 (Detection of Face-element for Facial Analysis)

  • 이철희;문성룡
    • 전자공학회논문지CI
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    • 제41권2호
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    • pp.131-136
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    • 2004
  • 미디어의 발달에 따라 다양한 정보가 미디어에 실리게 되는데 이중에서 표정은 흥미있는 정보중에 하나이다. 표정에는 인간 내면의 의중이 포함되어 있기 때문이다. 내면의 상태는 표정 뿐만 아니라 제스처로 나타나기도 하지만 중요도는 표정이 높다고 할 수 있다. 이 표정은 임의로 조작할 수도 있지만 대체로 내면의 의중을 포함한다. 또한 표정은 사람마다 독특한 개성을 가지고 있지만 대체로 일정 구분 가능한 공통점 또한 가지고 있다. 본 논문에서는 USB CCD 카메라 환경의 동영상에서 표정을 분석하기 위해서 얼굴의 구성 요소를 검출 하고자 한다. 얼굴 구성요소에는 사람마다의 공통적인 표정 변화에 따른 특징점이 분포하기 때문이다. 구성 요소 검출을 위해서 먼저 동영상에서 한 프레임을 캡처하여 얼굴의 위치를 파악하고 얼굴영역을 분리한 다음 특징 점을 검출하게 된다.

대규모 비디오 감시 환경에서 프라이버시 보호를 위한 다중 레벨 특징 기반 얼굴검출 방법에 관한 연구 (Face Detection Using Multi-level Features for Privacy Protection in Large-scale Surveillance Video)

  • 이승호;문정익;김형일;노용만
    • 한국멀티미디어학회논문지
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    • 제18권11호
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    • pp.1268-1280
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    • 2015
  • In video surveillance system, the exposure of a person's face is a serious threat to personal privacy. To protect the personal privacy in large amount of videos, an automatic face detection method is required to locate and mask the person's face. However, in real-world surveillance videos, the effectiveness of existing face detection methods could deteriorate due to large variations in facial appearance (e.g., facial pose, illumination etc.) or degraded face (e.g., occluded face, low-resolution face etc.). This paper proposes a new face detection method based on multi-level facial features. In a video frame, different kinds of spatial features are independently extracted, and analyzed, which could complement each other in the aforementioned challenges. Temporal domain analysis is also exploited to consolidate the proposed method. Experimental results show that, compared to competing methods, the proposed method is able to achieve very high recall rates while maintaining acceptable precision rates.

말초성 안면신경마비에 대한 임상적 고찰 (A Clinical Study on Peripheral Paralysis of the Facial Nerve)

  • 김호봉;김경범;배윤한
    • 대한물리치료과학회지
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    • 제4권2호
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    • pp.433-438
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    • 1997
  • This study has done to show the analysis and ressult of their recovery in 35 cases of peripheral paralysis of the facial nerve. The research was from Jan. 1, 1994 to Dec. 31, 1996 at Ulsan Dong Kang Hospital. The results were as follows ; 1. There were 19 males(54.3%) and 16 females(45.7%). Age distribution of patients showed above 20 years old in 31 patients(88.6%). 2. 18 cases(51.4%) were on the right and 17 cases(48.6%) on the left side. 3. Unknown of etiology was 23 cases(65.7%). 4. Grade of injury was zero in 21 cases(60.0%), trace in 8 cases(22.9%). 5. The period of treatment was $2{\sim}3$ weeks in 23 cases(65.7%), $1{\sim}2$ months in 3 cases(8.6%). 6. On electromyography facial nerve action potential amplitude was above 1.0 mv in 22 patients(62.9 %) after treatment. Facial nerve conduction latency using orbicularis oris was below 6.0 msec in 23 patients(65.7%) after treatment. 7. Recovery of patient was normal in 25 cases(71.5%) and fair in 10 cases(28.5%).

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얼굴마비의 임상연구병행 경제성평가 프로토콜 개발을 위한 체계적 문헌고찰연구 (Systematic Review for the Development of the Clinical Study with Economical Assessment Protocol on Facial palsy)

  • 공나경;서은성;선지혜;김남권
    • 대한한의학회지
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    • 제38권1호
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    • pp.46-55
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    • 2017
  • Objectives: The aim of this study is reviewing the literature to extract the key parameter, study design, perspective, cost-effectiveness index and find the calibration parameter for the clinical study with economical evaluation protocol on facial palsy. Methods: Literature search is performed using PUBMED for literature published from January 2000 to December 2016. We included randomized controlled trials(RCTs) and modelling study with economic assessment in which human participated. Results: As a result of literature search, the 198 articles were found. After reviewing the title, abstract and full text, the 5 articles were selected. Selected articles are classified into 4 RCT studies dealing with quality of life and 1 CEA(cost-effectiveness analysis) study. Conclusions: We found reliable key parameters, calibration parameters and elements of economical assessment study, which might be necessary factors for developing research protocol of clinical trial with economic evaluation about facial palsy patients.

He-Ne 레이저에 대한 문헌과 이를 근거로 한 임상 활용 예의 비교 고찰 (An Analysis of the Correlation between He-Ne Laser Therapy in Literature and Clinical Application)

  • 윤인환;김남권
    • 한방안이비인후피부과학회지
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    • 제19권2호
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    • pp.192-201
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    • 2006
  • Objectives : Recently, He-Ne laser has been used for clinical purpose. We study the medical basis of He-Ne laser therapy and We make a proposal concerning the clinical application of using He-Ne laser in Medicine. Methods : We have selected data related to He-Ne laser therapy and study how to use He-Ne laser in clinic. Results : In biology, He-Ne laser therapy has been effects of an improve in skin regeneration an improve in peripheral and central nerve regeneration an improve in muscle regeneration, an anti-inflammation an alleviation of pain and a bone repair. In oriental medicine, He-Ne laser has been used to laser acupuncture and laser oriental physical treatment. In clinic, He-Ne laser have been used to care several parts like as facial palsy, facial spasm, trigeminal neuropathy, rhinitis and tinnitus. Recently, there is argument that He-Ne laser therapy is suitable to medical insurance. Conclusions : Laser therapy in oriental medicine is widespread and We can apply He-Ne laser to facial palsy, facial spasm, trigeminal neuropathy, rhinitis, tinnitus by using laser acupuncture or laser oriental physical treatment. Till now the whole mechanisms are not fully understood, so we hope to study these mechanisms actively and make suitable to medical insurance device in the near future.

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한국인 아동의 악안면 성장에 관한 두부방사선 규격사진 분석에 의한 누년적 연구 (A LONGITUDINAL CEPHALOMETRIC STUDY OF CRANIOFACIAL GROWTH OF KOREAN CHILDREN)

  • 박태수
    • 대한치과교정학회지
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    • 제14권2호
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    • pp.217-231
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    • 1984
  • Many investigators have studied the growth changes of craniofacial complex to obtain important informations and standard values with which attempts at prediction of growth and treatment results have been under exploration. The author analyzed 360 cephalometric roentgenograms of 40 boys and 50 girls taken from the ages of 6 to 9 to assess the growth changes of craniofacial complex and to establish Korean norms by Ricketts' analysis method. 17 Landmarks, 10 planes and 8 angles were plotted and measured by linearly and angularly. The results were as follows: 1. The author made the tables of means, standard deviations from the measured values. 2. The item which showed significant difference between males and females in longitudinal study was facial axis length. 3. Items which show significant changes during 3 years were cranial base length, facial axis length, lower incisor to APO, Upper molar to PTV in males, and cranial base length, facial axis length, upper molar to PTV in females. 4. The correlations between cranial base length and facial axis length to body height and weight were higher in males than in females throughout the items.

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고객만족도 피드백을 위한 효율적인 얼굴감정 인식시스템에 대한 연구 (A Study on Efficient Facial Expression Recognition System for Customer Satisfaction Feedback)

  • 강민식
    • 융합보안논문지
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    • 제12권4호
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    • pp.41-47
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    • 2012
  • B2C(Business to Customer) 산업에 있어 효율적인 성과관리를 위해서는 고객이 원하는 서비스 요소를 추론하여 고객이 원하는 서비스를 제공하고 그 결과를 평가하여 지속적으로 서비스품질 및 성과를 향상 할 수 있도록 해야 한다. 그것을 위한 중요한 요소는 고객 만족도의 정확한 피드백인데 현재 국내에는 고객의 만족도 측정에 대한 정량적이고 표준화된 시스템이 열악한 상황이다. 최근 얼굴표정 및 생체데이터를 감지하여 사람의 감정을 인식하는 휴대폰 및 관련서비스 기술에 관한 연구가 증가하고 있다. 얼굴에서의 감정인식은 현재 연구되어지는 여러 가지 감정인식 중에서 효율적이고 자연스러운 휴먼 인터페이스로 기대되고 있다. 본 연구에서는 효율적인 얼굴감정 인식에 대한 분석을 하고 고객의 얼굴감정인식을 이용하여 고객의 만족도를 추론할 수 있는 고객피드백시스템을 제안한다.

지역 및 안모형태에 따른 여고생의 치열궁 크기에 대한 비교 (A COMPARATIVE STUDY ON DENTAL ARCH DIMENSION OF HIGH SCHOOL FEMALES ACCORDING TO THE REGION OF RESIDENCE AND FACIAL TYPE)

  • 장재홍;김종철
    • 대한치과교정학회지
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    • 제24권4호
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    • pp.885-895
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    • 1994
  • This study was performed to compare the dental arch dimensions of urban and rural high school females according to the region of residence and facial type. A model and cephalometric analysis was made from 48 urban and 48 rural high school females. The results of this study were obtained as follows : 1. Arch width in the urban group were similar to the rural group. 2. Lingual arch length at upper 1st premolar level in the urban group was larger than the rural group and lingual arch length at lower canine level in rural group was larger than the urban group. 3. Palatal height at canine level in the rural group was higher than the urban group. 4. Palatal heights at 2nd premolar and 1st molar level had correlation with the VERT index. In comparison of lingual arch dimensions according to Rickett's facial group, palatal heights at 2nd premolar and 1st molar level in dolichofacial group were lower than other groups.

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도인기공체조(導引氣功體操)가 구안와사(口眼喎斜)환자의 안면마비 회복정도, 통증 및 불안에 미치는 효과 (Effects of Doin Gigong Exercise on Recovery from Facial Paralysis, Pain and Anxiety of Bell's palsy Patients)

  • 신미숙;김이순;이미화
    • 임상간호연구
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    • 제18권1호
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    • pp.52-62
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    • 2012
  • Purpose: This study was done to evaluate the effects of Doin Gigong Exercise on the Recovery from Facial Paralysis, pain and anxiety in patients with Bell's palsy. Methods: A nonequivalent control group posttest-only non-synchronized design was used for this study. Participants were contacted at the oriental medicine ward of D hospital in Busan and assigned to either the experimental group (25) or control group (25). Collected data were analyzed for changes in recovery from facial paralysis, in pain and in anxiety between pre and post Doin Gigong Exercise. Data analysis was done using t-test, Fisher's exact test, $x^2-test$ with the SPSS 12.0 Win program. Results: There were significant decreases in the lip paralysis status pain and in anxiety between pre and post Doin Gigong Exercise. Conclusion: The results indicate that Doin Gigong Exercise is effective for patients with Bell's palsy to decrease lip paralysis, pain and anxiety and therefore, an effective intervention for use with patients with Bell's palsy.

생리적 내재반응 및 얼굴표정 간 확률 관계 모델 기반의 감정인식 시스템에 관한 연구 (A Study on Emotion Recognition Systems based on the Probabilistic Relational Model Between Facial Expressions and Physiological Responses)

  • 고광은;심귀보
    • 제어로봇시스템학회논문지
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    • 제19권6호
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    • pp.513-519
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    • 2013
  • The current vision-based approaches for emotion recognition, such as facial expression analysis, have many technical limitations in real circumstances, and are not suitable for applications that use them solely in practical environments. In this paper, we propose an approach for emotion recognition by combining extrinsic representations and intrinsic activities among the natural responses of humans which are given specific imuli for inducing emotional states. The intrinsic activities can be used to compensate the uncertainty of extrinsic representations of emotional states. This combination is done by using PRMs (Probabilistic Relational Models) which are extent version of bayesian networks and are learned by greedy-search algorithms and expectation-maximization algorithms. Previous research of facial expression-related extrinsic emotion features and physiological signal-based intrinsic emotion features are combined into the attributes of the PRMs in the emotion recognition domain. The maximum likelihood estimation with the given dependency structure and estimated parameter set is used to classify the label of the target emotional states.