• 제목/요약/키워드: Age Group Classification

검색결과 484건 처리시간 0.029초

얼굴 나이 그룹별 피플 카운팅 시스템 (People Counting System by Facial Age Group)

  • 고기남;이용섭;문남미
    • 전자공학회논문지
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    • 제51권2호
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    • pp.69-75
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    • 2014
  • 기존의 피플 카운팅 시스템(People Counting System)은 주로 오버헤드(Overhead) 시점에 설치된 단일 카메라를 활용하기 때문에, 겹침 및 가림 현상과 일정 크기 이상의 소지품, 급격한 조명 변화와 같은 외부 환경적 요인들로 인해 객체 인식에 장애가 발생하고, 다양한 환경에서 카운팅을 수행하기에 어려움이 존재한다. 이에 본 논문에서는 기존 단일 시점 피플 카운팅 시스템의 인식 장애 개선 및 외부 환경적 요인들에 보다 강인하게 카운팅할 수 있도록, 오버헤드 및 전면 시점에 두 개의 깊이 카메라를 활용하는 얼굴 나이 그룹별 피플 카운팅 시스템을 제안한다. 제안 시스템은 오버헤드 영상 처리, 전면 영상 처리, 동일 객체 판별, 얼굴 나이 그룹 분류, 입퇴장 카운팅의 총 5가지 처리를 통해 얼굴 나이 그룹별 피플 카운팅을 수행한다. 제안 시스템을 C++, OpenCV 및 Kinect SDK를 기반으로 구현하여, 나이 그룹별로 10명씩 총 40명을 대상으로 피플 카운팅 성능과 나이 그룹 분류 성능을 각각 평가하였다. 성능 평가 결과는 피플 카운팅에서 약 98%의 정확도를 나타냈고, 나이 그룹 분류는 약 74.23%의 정확도를 보였다.

몽골 성인여성체형에 관한 연구 (A Study on Body Types of Mongolian Women)

  • 홍정민
    • 복식
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    • 제51권6호
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    • pp.167-176
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    • 2001
  • This study analyzes characterization and classification of body types of Mongolian women aged 18∼39 ages. The anthropometric measurements of the research subjects come up to a total of 23 items and are summarized as follows : 1. As the results of comparative analysis of the body measurements by age group, 16 items show a significant difference except shoulder height, thigh girth, neck base girth, back length shoulder length, sleeve length and weight. Both age group are considered to be of average weight but 25 to 39 age group were slightly greater than that of the 18 to 24 age group. 2. As the results of factor analysis, 4 factors such as the first factor on the obesity of body, the second factor on the vertical size of body, the third factor on the back length, the forth factor on the shoulder width and neck base girth were extracted. 3. As the results of classification based on the duster analysis, the body types were classified into 3 types in each age group. In each age group the most frequent body type is average stature and slightly thin type.

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Hierarchical Age Estimation based on Dynamic Grouping and OHRank

  • Zhang, Li;Wang, Xianmei;Liang, Yuyu
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제8권7호
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    • pp.2480-2495
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    • 2014
  • This paper describes a hierarchical method for image-based age estimation that combines age group classification and age value estimation. The proposed method uses a coarse-to-fine strategy with different appearance features to describe facial shape and texture. Considering the damage to continuity between neighboring groups caused by fixed divisions during age group classification, a dynamic grouping technique is employed to allow non-fixed groups. Based on the given group, an ordinal hyperplane ranking (OHRank) model is employed to transform age estimation into a series of binary enquiry problems that can take advantage of the intrinsic correlation and ordinal information of age. A set of experiments on FG-NET are presented and the results demonstrate the validity of our solution.

한국인 부정교합자의 악골에 발생한 특발성 골경화증의 유병률에 관한 연구 (A study on the prevalence of the idiopathic osteosclerosis in Korean malocclusion patients)

  • 이승엽;박인우;장인산;최동순;차봉근
    • Imaging Science in Dentistry
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    • 제40권4호
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    • pp.159-163
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    • 2010
  • Purpose : This retrospective study was performed to investigate the prevalence of the idiopathic osteosclerosis (IO) in Korean malocclusion patients according to age, sex, and the Angle's classification of malocclusion. Materials and Methods : This study consisted of 2,001 randomly selected patients from the Department of Orthodontics at the Gangneung-Wonju National University Dental Hospital, Korea. The prevalence of IO in Korean malocclusion patients was recorded using their panoramic radiographs, and the following parameters were surveyed; age, sex, and the Angle's classification of malocclusion. The chi-square test was analyzed to determine the statistical significance of differences in the prevalence of IO between age, sex, and the Angle's classification of malocclusion. Results : The prevalence of IO in the jaws was 6.7% in a total of 2,001 examined orthodontic patients. The majority of IO was found in the mandible (96.58%). The 30-39 age group showed the highest prevalence of IO (9.60%). There was a higher prevalence in females (6.89%) than in males (6.45%). The prevalence of IO in Angle Class I group (7.07%) was the most frequent, followed by Angle Class II group (6.72%), and Angle Class III group (6.40%). However, there was no statistical significance in sex and Angle's classification of malocclusion. Conclusion : The prevalence of IO in malocclusion patients showed the differences between various age groups and most of them were found in the mandibular posterior area. However, sex and the type of malocclusion are not to be considered as a contributing factor of IO.

방사선학적 출혈양상에 근거한 뇌간출혈의 분류에 따른 임상결과 (Clinical Outcomes according to Radiological Classification of Brainstem Hemorrhages)

  • 조원중;문성호;이승민;양재영;최천식;주문배
    • Journal of Korean Neurosurgical Society
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    • 제29권2호
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    • pp.217-221
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    • 2000
  • Objective : Brainstem hemorrhages usually result in much higher mortality and morbidty than any other intracranial vascular lesions. The purpose of the study is to evaluate the relationship of the radiological classification of the lesions and the clinical outcomes, and to evaluate the value of such classification on the choice of management modality. Method : Thirty seven patients with primary brainstem hemorrhage were managed medically or surgically between Oct. 1995 and Mar. 1998. The lesions were classified as two groups based on radiological findings as follows : Focal subependymal hematoma(group I, n=7) and diffuse tegmentobasilar hemorrhage(group II, n=30). The outcomes at discharge were retrospectively reviewed according to such classification. Result : The most common clinical pictures and radiological findings in each group were as followings : 1) Group I : focal compressive lesion which displaces rather than destroys brain tissue. It occurs in a younger age group and causes neurological deficits which are often partially reversible. Operative hematoma evacuation was performed in 43.3%. Their mean improved Glasgow Coma Scale(GCS) score was 4.7. 2) Group II : hypertensive brain stem hemorrhage. It usually causes a diffuse lesion occurring in an older age group and most often associated with profound irreversible neurological deficits which are often fatal. Operative hematoma evacuation was performed in 16.7%. Their mean improved GCS score was 1.4. In both conservatively treated group I and II has no siginificant clinical improvement. Conclusion : Although there is an overlap among them and the size of the group is small, the pathophysiologic classification of this lesion based on clinical features and radiological findings may be useful for decision of treatment method.

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여성 하반신 체형의 유형화 및 체형의 판별 (Somatotype Classification and Discrimination in the Lower Torso and Legs of Adult Females)

  • 정명숙;이순원
    • 한국의류학회지
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    • 제22권2호
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    • pp.241-249
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    • 1998
  • Somatotypes in the lower torso and legs of adult females were classified and discriminated. Then their distribution according to the age groups was studied. The subjects were 343 females of 18 to 49 year-old. 36 anthropometric and 21 photographic measurements were taken to each subject. The results were as follows: 1. The somatotypes in the lower torso and legs were classified into 4 types and their differences were shown by analysing factor scores and anthropometric values according to each somatotype. 2. The shape characteristic of tile classified somatotypes was represented by the rating scale of Heath-Carter. 3. The lateral silhouettes of 4 types were compared with balanced type which is type 3 in this study. 4. Individual somatotype in the lower torso and legs could be discriminated from the measured anthropometric data without modifying the data. Anthropometric data, which are needed for discriminating individual somatotype, are waist circumference, posterior waist height, and hip circumference. 5. The distribution of the somatotypes in each age group showed that the dominant somatotype of each age group was different and any somatotype was shown in a specified age group but rarely in other age group.

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아동의 음악 인지 : 음악의 동일성·유목화·서열화 인지 비교 (Children's Music Cognition: Comparison of Identification, Classification, and Seriation in Music Tasks)

  • 김금희;이순형
    • 아동학회지
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    • 제20권3호
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    • pp.259-273
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    • 1999
  • This studied investigated children's music identification, classification, and seriation cognitive task performance abilities by age and sex. The subjects were l20 six-, eight-, and ten-year-old school children. There were significant positive correlations among music cognition tasks and significant age and sex differences within each of the music tasks. Ten-year-old children were more likely to complete their music identification tasks than the younger children and girls were more likely than boys to complete their music identification tasks. Eight- and 10-year-old children were more likely to complete their music classification tasks than the younger group. Piagetian stage theory was demonstrated in children's music classification task performance. There was an age-related increase in the performance of the music seriation tasks. Developmental sequential theory was demonstrated in music seriation performance.

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Analysis of Body Characteristics of the US Women Aged from 26 to 45 Using 3D Body Scan Data

  • Kim, Dong-Eun
    • International Journal of Human Ecology
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    • 제15권2호
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    • pp.13-21
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    • 2014
  • This study investigated the anthropometric characteristics of US women 26 to 45 years of age to classify their body shapes into different categories. Research data was obtained from 2950 women 26 to 45 years of age who participated in the SizeUSA study. A 26 to 35 years of age group and a 36 to 45 years of age group were selected from the data pool. A total of 26 measurements important for body shape classification and for apparel product development was used for the data analysis. Five factors accounted for the US women's body measurements. The body shapes of women were categorized into 4 types: Obese A-Shape, Overweight Y-Shape, Obese H-Shape, and Normal S-Shape. Normal S-Shape was the most common body shape type. More women in the 26 to 35 years of age group had Normal S-Shape type than women in the 36 to 45 years of age group. More women in the 36 to 45 years of age group had Obese A-Shape, Overweight Y-Shape, and Obese H-Shape than women in the 26 to 35 years of age group. Younger US women, 26 to 35 years of age had slimmer body sizes with more balanced body shapes; however, older US women, 36 to 45 years of age had larger body sizes with more various body shapes.

Surgical Treatment of Lumbar Spinal Stenosis in Geriatric Population : Is It Risky?

  • Kim, Dong-Won;Kim, Sung-Bum;Kim, Young-Soo;Ko, Yong;Oh, Seong-Hoon;Oh, Suck-Jun
    • Journal of Korean Neurosurgical Society
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    • 제38권2호
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    • pp.107-110
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    • 2005
  • Objective : Lumbar spinal stenosis is increasingly recognized as a common cause of low back pain in elderly patients. Conservative treatment has been initially applied to elderly patients, however, surgical treatment is sometimes indispensable to relieve severe pain. We retrospectively examine the age-related effects on the surgical risk, and results following general anesthesia and operative procedure in geriatric patients for two different age groups of at least 65years old. Methods : Consecutive 51 patients [${\ge}$ 65years], who underwent open surgical procedure for degenerative lumbar spinal stenosis, were selected in the study. Patients were divided into two groups. Group A included all patients who were between 65 and 69years of age at the time of surgery. Group B included all patients who were at least 70years of age at the time of surgery. We reviewed medical history including preoperative American Society of Anesthesiologists[ASA] classification of physical status, anesthetic risk factor, operative time, estimated blood loss, transfusion requirements, hospital stay, operated level, and clinical outcome to look for comparisons between two age groups [$65{\sim}69$ and over 70years]. Results : In preoperative evaluation, mean anesthetic risk factor of patients was numerically similar between the groups. The American Society of Anesthesiologists classification of physical status was similar between two groups. There was no difference in operated level, operative time, estimated blood loss, hospital stay, and anesthetic risk factor between the two groups. The clinical successful outcome showed 82.7% for Group A and 81.8% for group B. The overall postoperative complication rates were similar for both group A and B. Conclusion : We conclude that advanced age per se, did not increase the associated morbidity and mortality in surgical decompression for spinal stenosis.

Suicide Mortality Across Broad Occupational Groups in Greece: A Descriptive Study

  • Alexopoulos, Evangelos C.;Kavalidou, Katerina;Messolora, Fani
    • Safety and Health at Work
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    • 제7권1호
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    • pp.1-5
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    • 2016
  • Background: Several studies have investigated the relationship between specific occupations and suicide mortality, as suicide rates differ by profession. The aim of this study was to investigate suicide mortality ratios across broad occupational groups in Greece for both sexes in the period 2000-2009. Methods: Data of suicide deaths were retrieved from the Hellenic Statistical Authority and comparative mortality ratios were calculated. Occupational classification was based on the International Classification of Occupations (ISCO-88) and the coding for Intentional self-harm (X60-X84) was based on the international classification of diseases (ICD-10). Results: Male dominant occupations, mainly armed forces, skilled farmers and elementary workers, and female high-skilled occupations were seen as high risk groups for suicide in a period of 10 years. The age-productive group of 30-39 years in Greek male elementary workers and the 50-59 age-productive group of Greek professional women proved to have the most elevated number of suicide deaths. Conclusion: Further research is needed into the work-related stressors of occupations with high suicide mortality risk and focused suicide prevention strategies should be applied within vulnerable working age populations.