• 대한인간공학회:학술대회논문집
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• 대한인간공학회 1996년도 춘계학술대회논문집
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• pp.264-269
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• 1996

Facial expression is innate communication skill of human. Human can recognize theri psychological state by facial parameters which contain surface movement, color, humidity and etc. This study is to quantify or qualify human emotion by measurement of facial electromyography (EMG) and facial movement. The measurement is taken at the facial area of frontalis and zygomaticus The results is indicative to discriminate the positive and negative respond of emotion and to extract the parameter sensitive to positive and negative facial-expression. The facial movement according to EMG shows the possibility of non-invasive technique of human emotion.

• 한국콘텐츠학회논문지
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• 제17권2호
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• pp.439-448
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• 2017

얼굴 표정은 상호간의 소통에 있어 중요한 의미를 갖는다. 얼굴 근육의 움직임은 감성 정보를 제공하는데, 이는 사회적 관계를 향상하는 데 중요한 역할을 한다. 그러나 얼굴의 단순 움직임만으로는 복잡한 사회 감성을 인식하기에 정확하지 않다. 본 연구의 목적은 친밀도, 공감도, 긍정도와 같은 사회감성을 인식하기 위한 얼굴의 미세 움직임을 분석하는 것이다. 76명의 피험자를 대상으로 상기 사회감성을 유발하는 자극을 제시하였고 카메라를 사용하여 얼굴 표정을 측정하였다. 결론적으로 친밀함, 공감도, 긍정도의 사회 감성에서 얼굴의 미세움직임이 다르게 나타났다. 총 44개의 얼굴 근육 중 3개의 무의식 근육과 18개의 의식 근육의 움직임 양을 추출한 후, 고속푸리에변환(Fast Fourier Tranform, FFT)을 통하여 (Dominant) Frequency 대역을 확인하였다. 독립 t-검정 결과, 친밀도 상황에서는 코 주변과 볼 주변 근육, 공감도 상황에서는 입 주변 근육, 긍정도 상황에서는 턱 주변 근육에서 유의한 차이를 보였다. 이는 애니메이션의 가상 아바타 등 얼굴 표정의 새로운 표현요소를 제안하고 근육에 따른 사회감성 인식의 기초 연구로서 활용 가능할 것으로 사료 된다.

• 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.

• Journal of Oral Medicine and Pain
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• 제26권2호
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• pp.147-156
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• 2001

The purpose of this study was to identify the difference of vertical movement of mandible according to Angle's molar relationship and by skeletal factors affect to vertical movement of mandible. 172(age ranged from 20 to 30) subjects who go to college within territory of Kwangju city without any experience of temporomandibular disorder, extraction and orthodontic treatment. were selected for this study. The subjects were classified into class I(male:30, female:49), class II(male:18, female:24) and class III(male:18, female:33) according to Angle's molar relationship. The distance was measured between incisal edge of maxillary and mandibular central incisor and between bottom of central fossa of maxillary and mandibular 1st molar with ruler. The arch length and width were measured on the diagnostic cast. Cephalometrics were taken and then traced. Landmarks were identified and analyzed. 1. Maximal interincisal opening of male is larger than that of female in class I, class II and class III. Among each group maximal interincisal distance is the largest in class III. Maximal intermolar distance of male is superior to that of female in class I, class II, and class III, but there is no siginficant difference among them. 2. On maximal opening movement of Angle's classification class I and class II, total mandibular length, mandibular ramal length, madibular inferior border length and upper arch width were important variables and facial length, upper arch length and lower arch length had negative relationship to that. On maximal opening movement of Angle's class III, the upper arch length, the lower arch length and anterior facial length were important variables especially when compared with class I and II, and upper arch width had negative relationship. These results suggest that maximal opening movement is affected by facial morphology in all classes, but each group is affected by different facial skeletal variables. Accordingly, facioskeletal variables might be considered as diagnosis and treatment to improve the amount of mouth opening.

• 대한전기학회:학술대회논문집
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• 대한전기학회 2005년도 심포지엄 논문집 정보 및 제어부문
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• pp.113-115
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• 2005

This thesis presents a method for 3D modeling of facial expression from frontal and mirror-reflected multi-image. Since the proposed system uses only one camera, two mirrors, and simple mirror's property, it is robust, accurate and inexpensive. In addition, we can avoid the problem of synchronization between data among different cameras. Mirrors located near one's cheeks can reflect the side views of markers on one's face. To optimize our system, we must select feature points of face intimately associated with human's emotions. Therefore we refer to the FDP (Facial Definition Parameters) and FAP (Facial Animation Parameters) defined by MPEG-4 SNHC (Synlhetic/Natural Hybrid Coding). We put colorful dot markers on selected feature points of face to detect movement of facial deformation when subject makes variety expressions. Before computing the 3D coordinates of extracted facial feature points, we properly grouped these points according to relative part. This makes our matching process automatically. We experiment on about twenty koreans the subject of our experiment in their late twenties and early thirties. Finally, we verify the performance of the proposed method tv simulating an animation of 3D facial expression.

• Maxillofacial Plastic and Reconstructive Surgery
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• 제41권
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• pp.48.1-48.7
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• 2019

Background: Soft tissue asymmetry such as lip canting or deviation of the philtrum is an important influencing factor for unbalanced facial appearance. Lip canting could be improved by the correction of the occlusal canting or positional change of the mentum. Although there are many studies about changes of lip canting, however, postoperative changes of philtrum deviation have not been yet reported. In this study, we investigate the positional change of the philtrum after orthognathic surgery and influencing factors. Methods: Positional change of the philtrum was evaluated in 41 patients with facial asymmetry who underwent bimaxillary surgery, in relation to other anatomical soft tissue landmarks using a frontal clinical photo. The surgical movement of the maxillary and mandibular dental midline and canting were measured in postero-anterior cephalogram before and 1 day after surgery. The same procedure was repeated in patients with more than 1.5 mm perioperative change of the mandibular dental midline after bimaxillary surgery. Results: Maxillary dental midline shifting and canting correction did not have a significant correlation with lateral movement of the philtrum midline. However, the mandibular shift had a statistically significant correlation with a lateral movement of the philtrum (p < 0.05) as well as other linear parameters and angle values. Conclusion: The horizontal change of the philtrum is influenced by lateral mandibular movement in patients with facial asymmetry, rather than maxillary lateral movement.

• 대한치과교정학회지
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• 제49권4호
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• pp.254-264
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• 2019

Objective: To evaluate the short-term changes in masticatory muscle activity and mandibular movement patterns after orthognathic surgery in skeletal Class III patients with facial asymmetry. Methods: Twenty-seven skeletal Class III adult patients were divided into two groups based on the degree of facial asymmetry: the experimental group (n = 17 [11 male and 6 female]; menton deviation ${\geq}4mm$) and control group (n = 10 [4 male and 6 female]; menton deviation < 1.6 mm). Cephalography, electromyography (EMG) for the anterior temporalis (TA) and masseter muscles (MM), and mandibular movement (range of motion [ROM] and average chewing pattern [ACP]) were evaluated before (T0) and 7 to 8 months (T1) after the surgery. Results: There were no significant postoperative changes in the EMG potentials of the TA and MM in both groups, except in the anterior cotton roll biting test, in which the masticatory muscle activity had changed into an MM-dominant pattern postoperatively in both groups. In the experimental group, the amount of maximum opening, protrusion, and lateral excursion to the non-deviated side were significantly decreased. The turning point tended to be shorter and significantly moved medially during chewing in the non-deviated side in the experimental group. Conclusions: In skeletal Class III patients with facial asymmetry, the EMG activity characteristics recovered to presurgical levels within 7 to 8 months after the surgery. Correction of the asymmetry caused limitation in jaw movement in terms of both ROM and ACP on the non-deviated side.

• 한국콘텐츠학회논문지
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• 제15권10호
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• pp.1-9
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• 2015

본 논문에서는 Kinect 카메라를 통해 촬영된 영상 처리를 통해 상반된 감성 자극 관점에서 안면 움직임의 차이를 분석하는 연구를 진행하였다. Russell의 2차원 감성 모델에서 원점 대칭 위치에 존재하는 두 상반된 감성인 "Sad - Excitement", "Contentment - Angry" 감성을 유발하기 위해 피험자에게 시각자극과 청각자극을 동시에 제공하였다. Kinect Face Tracking SDK에서 제공되는 121개 특징점으로 구성된 안면 active appearance model에서 안면 움직임을 잘 표현하는 31개의 주요 특징점 주변의 화소 변화를 측정하였다. 안면 근육의 비선형적 움직임 문제를 해결하기 위해 지역 이동 기반 최소거리 결정 방법(local minimum shift matching)을 사용하였다. 분석 결과, sad 감성에서는 우측 안면 움직임이 많이 나타났고, excitement 감성에서는 좌측 안면 움직임이 많이 나타남으로써 두 상반된 감성 자극에 대한 안면 움직임의 위치 또한 상반된 결과를 보였다. 또한 "Contentment" 감성에서는 좌측 안면 움직임이 많이 나타났고, "Angry" 감성에서는 안면의 좌우 구분 없이 움직임이 나타남으로써, 두 상반된 감성 자극에 대해서는 우측 안면에서 차이를 확인할 수 있었다.

• Journal of the Korean Association of Oral and Maxillofacial Surgeons
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• 제32권4호
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• pp.308-316
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• 2006

Objectives Despite considerable advances in technique, experience and skill, the precise place of surgery in the treatment of facial nerve injury remains uncertain. We designed a facial nerve crush injury model in rats and evaluated the recovery of crushed nerve which is the most common injury type of facial nerve using adenovirus vector mediated in vivo gene transfer of Brain derived neurotrophic factor(BDNF). Materials and methods In 48 Sprague Dawley rats, we made a facial nerve crush injury model to main trunk before the furcation, and injected a $10^{11}$pfu adenoviral BDNF in experimental group(BDNF adenoviral injection group; ad-BDNF) and $3{\mu}l$ saline in control group(Saline injection group; saline). After a period of regeneration from 10 to 40 days, nerve regeneration was evaluated with functioinal test (vibrissae and ocular movement), electrophysiologic study(threshold, peak voltage, conduction velocity) and histomorphometric study of axon density. Results Vibrissae and ocular movement, threshold and conduction velocity improved as time elapse in both group, however axon density was increased significantly only in experimental group. Functional test in 10 days and 20 days showed no difference between experimental group and control group. Vibrissae movement, threshold, conduction velocity and axon density in 30 days revealed that the regeneration in quality of experimental group was significantly superior to that of control group. Conclusion In general, there is tendency for nerve regeneration in experimental group (BDNF-adenovirus injection group) during 40 days, functional recovery was detected successfully after facial nerve crush in 30 days postoperatively.

• 대한치과교정학회지
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• 제26권5호
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• pp.523-534
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• 1996

성장기 아동의 ClassII 부정교합에서 과도한 성장의 억제, 미약한 성장의 촉진으로 성장 시기에 적절히 치료하는 것이 가장 효과적이며 좋은 치료 방법이다. 이러한 방법중 가장 적절히 쓰이는 장치 중 Cervical headgear의 사용을 들수 있으며 악골에 효과적으로 적용된다. 그러나 장치의 부작용이라 할 수 있는 수직적 성장의 과잉을 볼 수 있는데 이에 대해 많은 선학들의 연구가 시행되어 왔다. 본 연구는 Cervial headgear의 상하악골에 대한 효과를 분석하고 Lover facial height를 기준으로 증가군(>0)과 증가하지 않은 군 (${\leq}0$)으로 나누어 골격적 특성을 알아보기 위해 단국대학교 부속 치과병원에 내원한 성장기 아동의 II급 부정교합환자 25명을 대상으로 cervical headgear를 사용한 결과 다음과 같이 다소의 지 견을 얻었기에 보고하는 바이다. 1. 상악골의 전방 성분이 억제되었고, 구개 평면의 전방이 하방으로 tipping되었으며 상악 제 1대구치의 후방 이동이 있었다. 2. 하악골의 두개저에 대한 상대적인 전방 이동이 있었으며 상악에 대한 하악 제 1대구치의 상대적인 전방 이동이있었고 하악골의 alveolar growth에 의한 수직적인 증가가 있었다. 3. 전안면 고경과 후안면 고경이 각기 유의하게 증가했으나 안면 고경 비율에는 유의성이 없었다. 4. Lower facial height가 증가한 group이 증가하지 않은 group보다 ramus의 길이가 짧고 palatal plane angle이 더 작았으며 상악 제 1대구치의 후방 이동량이 더 많았다