• Title/Summary/Keyword: Facial analysis

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A Comparison of PCA, LDA, and Matching Methods for Face Recognition (얼굴인식을 위한 PCA, LDA 및 정합기법의 비교)

  • 박세제;박영태
    • Journal of KIISE:Software and Applications
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    • v.30 no.3_4
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    • pp.372-378
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    • 2003
  • Limitations on the linear discriminant analysis (LDA) for face rerognition, such as the loss of generalization and the computational infeasibility, are addressed and illustrated for a small number of samples. The principal component analysis (PCA) followed by the LDA mapping may be an alternative that ran overcome these limitations. We also show that any schemes based on either mappings or template matching are vulnerable to image variations due to rotation, translation, facial expressions, or local illumination conditions. This entails the importance of a proper preprocessing that can compensate for such variations. A simple template matching, when combined with the geometrically correlated feature-based detection as a preprocessing, is shown to outperform mapping techniques in terms of both the accuracy and the robustness to image variations.

A User Authentication System Using Face Analysis and Similarity Comparison (얼굴 분석과 유사도 비교를 이용한 사용자 인증 시스템)

  • Ryu Dong-Yeop;Yim Young-Whan;Yoon Sunnhee;Seo Jeong Min;Lee Chang Hoon;Lee Keunsoo;Lee Sang Moon
    • Journal of Korea Multimedia Society
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    • v.8 no.11
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    • pp.1439-1448
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    • 2005
  • In this paper, after similarity of color information in above toro and geometry position analysis of important characteristic information in face and abstraction object that is inputted detects face area using comparison, describe about method to do user certification using ratio information and hair spring degree. Face abstraction algorithm that use color information has comparative advantages than face abstraction algorithm that use form information because have advantage that is not influenced facial degree or site etc. that tip. Because is based on color information, change of lighting or to keep correct performance because is sensitive about color such as background similar to complexion is difficult. Therefore, can be used more efficiently than method to use color information as that detect characteristic information of eye and lips etc. that is facial importance characteristic element except color information and similarity for each object achieves comparison. This paper proposes system that eye and mouth's similarity that calculate characteristic that is ratio red of each individual after divide face by each individual and is segmentalized giving weight in specification calculation recognize user confirming similarity through search. Could experiment method to propose and know that the awareness rate through analysis with the wave rises.

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An Positioning Error Analysis of 3D Face Recognition Apparatus (3차원 안면자동인식기의 Positioning 오차분석)

  • Kwak, Chang-Kyu;Cho, Yong-Beum;Sohn, Eun-Hae;Yoo, Jung-Hee;Kho, Byung-Hee;Kim, Jong-Won;Kim, Kyu-Kon;Lee, Eui-Ju
    • Journal of Sasang Constitutional Medicine
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    • v.18 no.2
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    • pp.34-40
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    • 2006
  • 1. Objectives We are going to develope 3D Face Recognition Apparatus to analyse the facial characteristics of the Sasangin. In the process, we should identify the recognition rate of the three dimensional position using this Apparatus. 2. Methods We took a photograph of calibrator($280{\times}400mm$) with interval of 20mm longitudinal direction of 10 times using 3D Face Recognition Apparatus. In the practice, we obtained 967 point to the exclusion of points deviating from the visual field of dual camera. And we made a comparison between measurement values and three dimensional standard values to calculate the errors. 3. Results and Conclusions In this test, the average error rate of X axis values was 0.019% and the maximum error rate of X axis values was 0.033%, the average error rate of Y axis values was 0.025% and the maximum error rate of Y axis values was 0.044%, the average error rate of Z axis values was 0.158% and the maximum error rate of Z axis values was 0.269%. This results exhibit much improvement upon the average error rate 1% and the maximum error rate 2.242% of the existing 3D Recognition Apparatus. In conclusion, we assessed that this apparatus was adaptable to abstract the facial characteristic point from three dimensional face shape in the mechanical aspects.

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Identification of Potocki-Lupski syndrome in patients with developmental delay and growth failure

  • Jun, Sujin;Lee, Yena;Oh, Arum;Kim, Gu-Hwan;Seo, Eulju;Lee, Beom Hee;Choi, Jin-Ho;Yoo, Han-Wook
    • Journal of Genetic Medicine
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    • v.16 no.2
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    • pp.49-54
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    • 2019
  • Purpose: Potocki-Lupski syndrome (PTLS), is a recently identified, rare genomic disorder. The patients are affected by infantile hypotonia, poor growth and developmental delay. Facial dysmorphism may not be obvious in some patients. PTLS is associated with microduplication at chromosome 17p11.2. In the current study, three Korean patients are reported with their clinical and genetic features. Materials and Methods: The clinical findings of each patient were reviewed. Karyotyping and multiplex ligation-dependent probe amplification (MLPA) analyses were done for genetic diagnoses. Results: All the patients did not have the characteristic dysmorphic features, such as broad forehead, triangular face, asymmetric smile and palpebral fissures. On the other hand, all three patients were affected by variable degree of developmental delay, poor oral intake, failure to thrive, and language development disorders. Chromosome 17p11.2 duplication was identified by conventional karyotyping analysis only in one patient, whereas the other confirmed by MLPA analyses. Conclusion: Delayed development was mostly commonly observed in our patients without distinct dysmorphic facial features. In this respect, genomic screening in patients with developmental delay would identify more cases with PTLS to understand their long-term clinical courses with the development of adequate psychological and rehabilitation education program.

A PHOTOMETRIC STUDY OF MAXILLOFACIAL NORMALS IN $14{\sim}15$ YEAR-OLD KOREAN. (($14{\sim}15$세 한국인 안모의 실물사진계측분석에 의한 연구)

  • Oh, Jae-Kwon;Kim, Yeo-Gab
    • Maxillofacial Plastic and Reconstructive Surgery
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    • v.23 no.2
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    • pp.115-123
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    • 2001
  • The primary method of diagnosis in craniofacial deformity patient is used by gross inspection. The study for objective analysis and evaluation in Korean maxillofacial soft tissue portions is rare and our normals have been based on Caucasian such as American. But it is difficult to apply it to ours so we studied the frontal photometric measurements for maxillofacial Korean normals. The photograph were taken with the subject sitting in head position parallel with interpupillary plane to the floor. During taking pictures, facial analyser by Obwegeser in Martin was used for correct measurements. 54 male and 57 female ages 14 to 15 years were selected from a group of 111 healthy middle school students in Inchon. 1. The vertical measurements in glabella-subnasale, subnasale-stomion and stomion-menton in the male were higher than in the female subjects in $14{\sim}15$ years old Korean, so middle and lower third face were higher than those of female(p<0.05). 2. The horizontal measurements of female was higher than those of male in the rt. and It. eye width but smaller in nose width and lip width(p<0.05). 3. There was no significant difference in gender compared with soft cheek and mention angle measurements When our reports were compared with american white population, the vertical proportions in Korean normals were similar to american and the line measurements in middle facial length, nose width and intercanthal distance were higher than those of american.

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A Clinical Study on Stroke patients(CVA) in Seosan province (서산 지역에서의 중풍에 대한 임상적 고찰)

  • Lee, Geun-Dong;Seo, Jong-Eun;Han, Sung-Soo
    • The Journal of Internal Korean Medicine
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    • v.21 no.5
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    • pp.715-721
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    • 2000
  • Objective : The purpose of this study is about stroke patients in Seosan. Method : The subjects of this study were 45 patients who were admitted to Hanseo University Oriental Hospital because of stroke. Each patients was diagnosed with Brain CT, sasang constitutional analysis. Results : 1. The rates in CVA was 58% on cerebral infarction, and 42% on cerebral hemorrhage. 2. The sites of cerebral infarction were Basal ganglia, MCA, Internal. External capsule. Thalamus, ect. Sites of cerebral hemorrhage were Thalamus, Basal ganglia, Cerebellum. 3. The ratio of left and right hemiplegia in cerebral infarction was 1:1.6, and in cerebral hemorrhage it was 1:2. 4. The most chief complaints in cerebral infarction, were hemiplegia, dysarthria, facial palsy, headache. In cerebral hemorrhage, their were hemiplegia, dysarthria, headache, dizziness, and facial palsy. 5. Classification of human corporal constitution in cerebral hemorrhage, the most was Taeumin, Soyangin, Soeumin. And in cerebral infarction, the most was Soyangin, Taeumin, Soyumin. 6. The ratio between male and female was 1.25:2 in cerebral hemorrhage, 2.5:5 in cerebral infarction. 7. The most prevalent age groups in cerebral hemorrhage was fifties to sixties. and in cerebral infarction was fifties to sixties. 8. The most common preceding disease in cerebral hemorrhage was HTN, DM. 9. The recurrence rate of cerebral hemorrhage was 16%, and cerebral infarction was 8%. 10. The ratio of recovery in cerebral hemorrhage was 84%, in cerebral infarction 58%. Conclusion : From this study, in cerebral hemorrhage most patients were Taeumin, in their fifties to sixties. And in cerebral infarction most patients were Soyangin, in their sixties to eighties. In both stroke patients, there were more female than male patients.

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Self Induced Foreign Body Injection Patient: A Case Report (안면부 및 경부에 이물질을 자가 주입한 환자 1례: 증례보고)

  • Kang, Hyung Keun;Seo, Hyo Seok;Kang, Min Gu;Chang, Choong Hyun
    • Archives of Plastic Surgery
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    • v.35 no.5
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    • pp.622-625
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    • 2008
  • Purpose: In the past, laymen or beauty parlor employees commonly injected people with unproven foreign material such as paraffin, silicone, and cooking oil. We have treated a patient who injected foreign material into her face and neck. Methods: For the last 20 years, a 43-year-old woman has been injecting herself in the face and neck with foreign material. There was no tenderness, erythema, pain, ulceration, or necrosis. However many visible, touchable subcutaneous masses were found. Her face was extremely ugly and disfigured by the foreign material. We could not recognize the boundary between her neck and mandible. The occipital scalp drooped extremely. Over the past 3 years, from February 2005 to October 2007, we performed 15 operations. Results: We conducted a cephalometric facial analysis to compare preoperative and postoperative facial diameter. The patient's upper face diameter decreased from 67 cm to 60 cm, the mid face diameter from 82 cm to 59 cm, the lower face diameter from 63 cm to 50 cm, and the neck circumference diameter from 53 cm to 44 cm, respectively. The mid sagittal diameter decreased from 26 cm to 23 cm. The total excised tissue weight was 4023.7 gram after 15 operations. Conclusion: Serial excision of face and neck masses in a patient who injected herself with foreign material resulted in a satisfactory outcome.

Normative anthropometry and proportions of the Kenyan-African face and comparative anthropometry in relation to African Americans and North American Whites

  • Virdi, Saurab S.;Wertheim, David;Naini, Farhad B.
    • Maxillofacial Plastic and Reconstructive Surgery
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    • v.41
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    • pp.9.1-9.14
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    • 2019
  • Background: There is no normative craniofacial anthropometric data for the Kenyan-African population. The purpose of this investigation was to determine normative anthropometric craniofacial measurements and proportional relationships for Kenyans of African descent and to compare the data with African Americans (AA), North American Whites (NAW), and neoclassical canons. Methods: Twenty-five direct facial anthropometric measurements, and 4 angular measurements, were taken on 72 Kenyan-African participants (age range 18-30 years) recruited at the University of Nairobi in Kenya. The data were compared with AA and NAW populations, and neoclassical canons. Descriptive statistics of the variables were computed for the study population. Results: Significant differences between both Kenyan males and females were detected in forehead height (~ 5 mm greater for males, ~ 4.5 mm for females), nasal height (reduced by ~ 4 mm in males, ~ 3 mm in females), nasal width (8-9 mm greater), upper lip height (> 3 mm), and eye width (greater by ~ 3 mm) compared to NAW subjects. All vertical measurements obtained were significantly different compared with NAW. Differences were observed in comparison with AA subjects, but less marked. Mouth width was similar in all groups. Angular measurements were variable. Neoclassical canons did not apply to the Kenyan population. Conclusions: Anthropometric measurements of NAW showed clear differences when compared with the Kenyan population, and variations exist with comparative AA data. The anthropometric data in terms of linear measurements, angular measurements, and proportional values described may serve as a database for facial analysis in the KenyanAfrican population.

The Clinical Analysis of the Nasal Septal Cartilage by Measurement Using Computed Tomography

  • Hwang, So Min;Lim, On;Hwang, Min Kyu;Kim, Min Wook;Lee, Jong Seo
    • Archives of Craniofacial Surgery
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    • v.17 no.3
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    • pp.140-145
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    • 2016
  • Background: The nasal septal cartilage is often used as a donor graft in rhinoplasty operations but can vary widely in size across the patient population. As such, preoperative estimation of the cartilaginous area is important for patient counseling as well as operating planning. We aim to estimate septal cartilage area by using facial computed tomography (CT) studies. Methods: The study was performed using facial CT images taken from 200 patients between January 2012 to July 2015. Using the mid-sagittal image, the boundary of cartilaginous septum was delineated from soft tissue using the mean difference in signal intensity (or brightness). The area within this boundary was calculated. The calculated area for septal cartilage was then compared across age groups and sexes. Results: Overall, the mean area of nasal septal cartilage was $8.18cm^2$ with the maximum of $12.42cm^2$ and the minimum of $4.89cm^2$. The cartilage areas were measured to be larger in men than in women (p<0.05). The area decreased with advancing age (p<0.05). Conclusion: Measuring the size of septal cartilage using brightness difference is more precise and reliable than previously reported methods. This method can be utilized as the standard for prevention of postoperative complication.

3-D CT Image Study of Effect of Glenoid Fossa on Menton Deviation (하악 관절와의 형태가 하악 이부편위에 미치는 영향에 관한 3차원 영상 연구)

  • Cho, Jin-Hyoung;Lee, Kyung-Min;Park, Hong-Ju;Hwang, Hyeon-Shik
    • Maxillofacial Plastic and Reconstructive Surgery
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    • v.33 no.4
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    • pp.337-345
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    • 2011
  • Purpose: The purpose of this study was to define the relation of the degree of menton deviation and 3-D CT (computerized tomography) measurements of the glenoid fossa and the mandible, which are considered to have an influence on menton deviation. Methods: The CT images were obtained in 60 adults and these were transmitted to a computer and reconstructed using computer software. According to the degree of the menton deviation, which was measured on the posteroanterior cephalogram, the subjects were divided into the menton deviated group (30 adults) and the symmetry group (30 adults). A total of 11 measurements that might have an effect on menton deviation were determined and these were measured in the right and left sides using the function of 3-D measurement in the computer program. The 11 measurements consist of 6 measurements in the glenoid fossa (vertical position of the glenoid fossa and articular eminence, the sagittal position of the glenoid fossa and articular eminence, the depth of the glenoid fossa, and the anterior angle of the glenoid fossa), and 5 measurements in the mandible (ramus length, frontal ramal inclination, lateral ramal inclination, body length, body height). Results: The comparison of the differences between the menton deviated and symmetry groups and correlation analysis on the degree of menton deviation were carried out. The results of comparison of the right and the left difference between the menton deviated and symmetry groups showed that the vertical position and depth of the glenoid fossa were significantly increased in the menton deviated group. Conclusion: The results of the present study show that consideration of the shape and position of the glenoid fossa is necessary for making the diagnosis and administering proper treatment in facial asymmetry patients and especially growing patients.