• Title/Summary/Keyword: Standard Facial Feature

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Method for Classification of Age and Gender Using Gait Recognition (걸음걸이 인식을 통한 연령 및 성별 분류 방법)

  • Yoo, Hyun Woo;Kwon, Ki Youn
    • Transactions of the Korean Society of Mechanical Engineers A
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    • v.41 no.11
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    • pp.1035-1045
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    • 2017
  • Classification of age and gender has been carried out through different approaches such as facial-based and audio-based classifications. One of the limitations of facial-based methods is the reduced recognition rate over large distances, while another is the prerequisite of the faces to be located in front of the camera. Similarly, in audio-based methods, the recognition rate is reduced in a noisy environment. In contrast, gait-based methods are only required that a target person is in the camera. In previous works, the view point of a camera is only available as a side view and gait data sets consist of a standard gait, which is different from an ordinary gait in a real environment. We propose a feature extraction method using skeleton models from an RGB-D sensor by considering characteristics of age and gender using ordinary gait. Experimental results show that the proposed method could efficiently classify age and gender within a target group of individuals in real-life environments.

Quantitative Analysis of Face Color according to Health Status of Four Constitution Types for Korean Elderly Male (고연령 한국 남성의 사상 체질별 건강 수준에 따른 안색의 정량적 분석)

  • Do, Jun-Hyeong;Ku, Bon-Cho;Kim, Jang-Woong;Jang, Jun-Su;Kim, Sang-Gil;Kim, Keun-Ho;Kim, Jong-Yeol
    • Journal of Physiology & Pathology in Korean Medicine
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    • v.26 no.1
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    • pp.128-132
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    • 2012
  • In this paper, we performed a quantitative analysis of face color according to the health status of four constitution types. 205 Korean male in age from 65 to 80 were participated in this study and 85 subjects were finally selected for the analysis. Imaging process techniques were employed to extract feature variables associated with face color from a frontal facial image. Using the extracted feature variables, the correlations between face color and health status, face color and health status in each constitution type, and face color and four constitution types in heath status group were investigated. As the result, it was observed that the face color of healthy group contained more red component and less blue component than unhealthy group. For each constitution type, the face parts showing a significant difference according to health status were different. This is the first work which reports the correlation between the face color and health status of four constitution types with a objective method, and the numerical data for the face color according to the health status of four constitution types will be an objective standard to diagnose a patient's health status.

Pose Transformation of a Frontal Face Image by Invertible Meshwarp Algorithm (역전가능 메쉬워프 알고리즘에 의한 정면 얼굴 영상의 포즈 변형)

  • 오승택;전병환
    • Journal of KIISE:Software and Applications
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    • v.30 no.1_2
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    • pp.153-163
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    • 2003
  • In this paper, we propose a new technique of image based rendering(IBR) for the pose transformation of a face by using only a frontal face image and its mesh without a three-dimensional model. To substitute the 3D geometric model, first, we make up a standard mesh set of a certain person for several face sides ; front. left, right, half-left and half-right sides. For the given person, we compose only the frontal mesh of the frontal face image to be transformed. The other mesh is automatically generated based on the standard mesh set. And then, the frontal face image is geometrically transformed to give different view by using Invertible Meshwarp Algorithm, which is improved to tolerate the overlap or inversion of neighbor vertexes in the mesh. The same warping algorithm is used to generate the opening or closing effect of both eyes and a mouth. To evaluate the transformation performance, we capture dynamic images from 10 persons rotating their heads horizontally. And we measure the location error of 14 main features between the corresponding original and transformed facial images. That is, the average difference is calculated between the distances from the center of both eyes to each feature point for the corresponding original and transformed images. As a result, the average error in feature location is about 7.0% of the distance from the center of both eyes to the center of a mouth.

Clinical Finding of Submandibular Gland Tumor (악하선 종양의 임상적 고찰)

  • Kim Doog-Woog;Yang Suk-Min;Oh Sung-Soo
    • Korean Journal of Head & Neck Oncology
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    • v.16 no.2
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    • pp.196-200
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    • 2000
  • Objectives: Submandibular gland tumors is rare. The aim of this study is to get a clinical feature of submandibular gland tumors and to apply a treatment of submandibular gland tumors of future patients. Methods: We analyzed retrospectively the 18 patients with submandibular gland tumors who were treated surgically at Presbyterian Medical Center(PMC), during the period of 8 years from 1992 to 1999. Analysis was performed regarding the incidence, classification, surgical treatment, surgical complication, recurrence and prognosis. Result : 1) Male to female sex ratio was 1:1.25, the most prevalent age group was the 5th decade. 2) Benign tumors were 12 cases(66.7%) and malignant tumors were 6 cases(33.3%). 3) Histopathologically, the most common benign submandibular gland tumor was pleomorphic adenoma, and the most malignant submandibular gland tumor was adenoid cystic carcinoma. 4) In pleomorphic adenoma, excision of submandibular gland was performed in all case(8case). In malignant tumors, excision and supraomohyoid node dissection was performed in 3cases, and modified-radical neck dissection(RND) was performed in 2cases, and than standard RND was performed in 1case. 5) In the malignant tumor, we choose a radiation therapy as adjuvant therapy. 6) In a surgical complication of submandibular gland tumor, we had a facial nerve injury(1case). 7) Recurrence rate of submandibular gland tumor was 22.2%, and than all case were malignant tumor. Overall 5-year survival rate of submandibular gland cancer was 50%. Conclusion: In above results, postoperative recurrence rate is low in benign, but high in malignant tumor of submandibular gland. Surgical procedure should not be aggressive in benign tumor, but should be aggressive in malignant tumor of submandibular gland and an adjuvant radiation therapy should be considered.

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Research for facial model of Korean female using physiognomy (성격에 따른 한국인 여성(20대) 캐릭터의 얼굴 모델 연구(관상학을 이용하여))

  • 송은화;최유미
    • Archives of design research
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    • v.17 no.3
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    • pp.39-50
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    • 2004
  • According to the survey done among the 20s of university students in Oct. 2002, the female animation characters from Korea and Japan have almost no distinction. Speaking of the features of the characters, they have big eyes, a long nose, an oval face. However, their eyes and mouths are expressed exaggeratedly, which makes them hard to get a good impression from the people. It seems that the identity of Korean female animation characters is disappearing in terms of the copycat from western animation characters. Through the research, the features of 20s of Korean and Japanese girls are compared and they were reviewed from the ideal and biological point of view. Then, the animation characters, which physiognomy has been applied, are created based on result, which I am trying to find the standard model of Korea female animation character. As an ideal point of view, it turns out that Korean has a positive reaction on the female animation characters with the cute & introspective characteristics. On the contrary, Korean has a negative reactions on the ones that were created in a biological viewpoint and has a highly sensitive and discontented characteristics. This shows that Korean do not prefer the female animation characters with highly sensitive and discontented characters. According to the survey, 73.5% of people could find the same 7 kinds of female characters which are shown frequently in the animation. This means that the oriental physiognomy is an effective way to approach to the features of the character's face depending on the characteristics of each female characters. The characters in this study are based on real face of female, but we can create the various animation characters if we apply the partial feature of distinctive each personal face.

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