• KSII Transactions on Internet and Information Systems (TIIS)
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• 제9권5호
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• pp.1856-1869
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• 2015

This paper addresses the issues of 3D human activity detection, tracking and recognition from RGB-D video sequences using a feature structured framework. During human tracking and activity recognition, initially, dense depth images are captured using depth camera. In order to track human silhouettes, we considered spatial/temporal continuity, constraints of human motion information and compute centroids of each activity based on chain coding mechanism and centroids point extraction. In body skin joints features, we estimate human body skin color to identify human body parts (i.e., head, hands, and feet) likely to extract joint points information. These joints points are further processed as feature extraction process including distance position features and centroid distance features. Lastly, self-organized maps are used to recognize different activities. Experimental results demonstrate that the proposed method is reliable and efficient in recognizing human poses at different realistic scenes. The proposed system should be applicable to different consumer application systems such as healthcare system, video surveillance system and indoor monitoring systems which track and recognize different activities of multiple users.

• 인터넷정보학회논문지
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• 제18권6호
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• pp.85-92
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• 2017

최근 영상감시 분야에서는 영상에서 움직이는 사람을 탐지하고, 탐지된 사람의 행위를 분석하는 방식에 딥러닝 기반 학습방법이 적용되기 시작했다. 이러한 지능형 영상분석 기술을 적용할 수 있는 분야 중 하나인 인간 행위 인식은 객체를 탐지하고 탐지된 객체의 행위를 인식하기 위해 신체 키포인트를 검출 하는 과정을 거치게 된다. 본 논문에서는 RGB-D 정보를 이용한 객체 탐지 기반의 신체 키포인트 검출 방법을 제시한다. 먼저, 두 대의 카메라로 생성된 색상정보와 깊이정보를 이용하여 이동하는 객체를 배경으로부터 분할하여 탐지한다. RGB-D 정보를 이용하여 탐지된 객체의 영역을 재조정하여 생성된 입력 데이터를 한 사람의 자세 추정을 위한 Convolutional Pose Machines(CPM)에 적용한다. CPM을 이용하여 한 사람당 14개의 신체부위에 대한 신념 지도(Belief Map)를 생성하고, 신념 지도를 기반으로 신체 키포인트를 검출한다. 이와 같은 방법은 키포인트를 검출할 객체에 대한 정확한 영역을 제공하게 되며, 개별적인 신체 키포인트의 검출을 통하여 단일 신체 키포인트 검출에서 다중 신체 키포인트 검출로 확장 할 수 있다. 향후, 검출된 키포인트를 이용하여 인간 자세 추정을 위한 모델을 생성할 수 있으며 인간 행위 인식 분야에 기여 할 수 있다.

• 패션비즈니스
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• 제12권3호
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• pp.72-86
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• 2008

This study was aimed at providing some information about Chinese adult women's body measurements and standard body types to the Korean apparel businesses who have advanced into the Chinese apparel markets, while endeavoring to localize their businesses, and thereby, conducing to development and production of women's apparel well fitting the Chinese consumers in terms of measurements and shapes. To this end, the researchers sampled the Chinese adult women in Beijing and Shanghai aged between 19 and 20 and therewith, surveyed their upper body measurements and changes over time and thereupon, determined their standard body types.

• 한국지능시스템학회논문지
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• 제14권7호
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• pp.895-901
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• 2004

본 논문은 텍스트 정보와 하이퍼링크에 기반한 2단계 지능형 스팸 메일 필터링에 관한 방법을 제시한다. 일반적으로 스팸 메일의 본문에는 텍스트 문장보다는 그림이 더 많이 포함되어 있기 때문에 단어의 블랙리스트와 같은 전형적인 방법으로 스팸 메일을 구분하기에는 많은 어려움이 따른다. 이러한 문제를 해결하기 위하여 본 논문에서는 스팸 메일에 포함되어 있는 하이퍼링크를 추출하여 해당 웹페이지를 가져온 후, 이를 확장된 형태의 메일 본문이라 간주하여 텍스트 정보를 추출하였다. 또한 스팸 메일을 구분하기 위한 정보를 두 가지로 구분하여 사용하였는데, 메일 송신자의 정보와 확실한 스팸 키워드 리스트를 확실한 정보군으로 구분하여 먼저 적용하고, 이보다 덜 명확한 정보들은 따로 구분하여 속성벡터를 만들어 SVM 알고리즘을 적용하였다. 실험결과 하이퍼링크를 통하여 웹페이지를 가져온 방법이 그냥 원본 메밀만 사용한 방법보다 F-measure 값이 평균 9.4% 의 성능향상을 보였다.

• Journal of Communications and Networks
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• 제13권2호
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• pp.160-166
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• 2011

In u-healthcare services based on wireless body sensor networks, reliable connection is very important as many types of information, including vital signals, are transmitted through the networks. The transmit power requirements are very stringent in the case of in-body networks for implant communication. Furthermore, the wireless link in an in-body environment has a high degree of path loss (e.g., the path loss exponent is around 6.2 for deep tissue). Because of such inherently bad settings of the communication nodes, a multi-hop network topology is preferred in order to meet the transmit power requirements and to increase the battery lifetime of sensor nodes. This will ensure that the live body of a patient receiving the healthcare service has a reduced level of specific absorption ratio (SAR) when exposed to long-lasting radiation. We propose an efficientmethod for delivering delay-intolerant data packets over multiple hops. We consider forward error correction (FEC) in an erasure correction mode and develop a mathematical formulation for packet-level scheduling of delay-intolerant FEC packets over multiple hops. The proposed method can be used as a simple guideline for applications to setting up a topology for a medical body sensor network of each individual patient, which is connected to a remote server for u-healthcare service applications.

• 한국컴퓨터정보학회논문지
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• 제24권2호
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• pp.75-84
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• 2019

The purpose of this study was to present a good pants pattern for boys aged 13-18 by comparing and analyzing the pants pattern according to lower body shape. And through it, this study was to provide basic data for pants production considering male student body shape. The pattern of this study used the industrial type Lee Hee-chun pattern and DC Suite Program for 3D virtual simulation. As a result of the appearance evaluation, there was a significant difference between the patterns in most items. Type 2 was rated highly, followed by Type 4, Type 3, and Type 1. Type 1 required correction of the length of the pants and the amount of crotch part, while type 3 required adjustment of the pants in the knee area. Type 4 required correction of pattern drawing method of crotch width, thigh circumference, and knee circumference. This pattern method was evaluated as suitable for slender body shape. This study suggests a pants pattern system suitable for adolescent boys by reflecting the body shape characteristics of adolescent boy with a change of body shape. It is expected that this will meet the increasing demand for fitting. In this study, we have examined 3D virtual simulation, not actual wear experiment, so it will be necessary to investigate the difference through actual clothing experiment for adolescent boys.

• 대한수학회보
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• 제55권1호
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• pp.139-148
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• 2018

In this paper, we prove a stability result for p-centroid bodies with respect to the Hausdorff distance. As its application, we show that the symmetric convex body is determined by its p-centroid body.

• 한국의류학회지
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• 제37권3호
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• pp.260-269
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• 2013

This study verifies the direct and indirect causal relationship of sociocultural values related to appearance effect appearance evaluation, body area satisfaction, appearance orientation, and self-esteem that are variables involved in body images. This paper is expected to empirically support the information regarding the path and the relative influence among related-variables and their relational structures. A survey was conducted on 230 women from the ages of 20 to 29 who live in Daegu and Gyeongbuk areas. The data analysis was performed through programs such as AMOS 19.0 and SPSS 19.0 for Windows. The findings are as follows: First, Sociocultural values relating to appearance affect directly body image - appearance evaluation, body area satisfaction, and appearance orientation. Appearance evaluation and appearance orientation were influenced positively; however, body area satisfaction received egative effects. In addition, sociocultural values related to appearance exert relatively stronger influence on appearance orientation. Second, among body images, appearance evaluation and body area satisfaction directly effect self-esteem; however, appearance orientation did not show any direct influence. Appearance evaluation influenced relatively higher on self-esteem. Third, it appeared that appearance evaluation directly affected Appearance orientation. Forth, sociocultural values related to appearance affect self-esteem through body images-appearance evaluation, body area satisfaction, and appearance orientation - as mediators. This confirmed the mediator role of body image between sociocultural values related to appearance and self-esteem.

• 한국생활과학회지
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• 제16권4호
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• pp.825-835
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• 2007

The purpose of this research is to examine the relationship between body satisfaction and appearance enhancement behavior of college students. A questionnaire survey was conducted on 234 college students in Cheong-ju area, Korea. Frequency, descriptive analysis, $x^2$ and t-tests were used for data analysis. Male students were generally satisfied with their height but not with their weight, while female students were not satisfied with their height and weight. There were significant gender differences in satisfaction with their skin color: male students were mostly satisfied with their skin color other than female students. The body satisfaction degree of college students depended on gender: the male students showed more satisfaction with their physical condition than the female students. Of the college student's improving-appearance behaviors such as face-lifting by plastic surgery, make-up by cosmetics and skin care, their preferable choice depended on their gender. When purchasing clothes, they considered if the clothes could cover their defects of their body line and improve their physical appearance. The levels of body satisfaction were significantly different according to their appearance enhancement behaviors.

• 한국의류학회지
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• 제27권2호
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• pp.277-288
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• 2003

The purpose of this study was to provide information on how to improve the current sizing system of infant coveralls through analysis of the present system. In order to compile the information about dissatisfaction with the appropriateness of the fit of infant coveralls, a questionnaire was administered to mothers of 241 infants (aged under 36 months) living in Seoul, and analyzed using the SPSS WIN.10.0 program. Also, the manufacturers'basic body sizes were investigated. The results of this study were as follows : 1. The results of the comparison between the manufacturers'basic body sizes and the body measurement values obtained as the physical standard of the nation(1997) show that in terms of length and hip circumference, the manufacturers'body sizes were larger. On the other hand, in the waist circumference, the manufacturers'body sizes were smaller than the national average. 2. Research on the production sizing system of domestic and international brands, showed that the sizing interval of domestic brands were 6 months, whereas the international brands were 3 months f3r infants under 12 months. 3. Concerning fit, the areas causing most dissatisfaction were: the trunk length, sleeve length, inside leg length, and neck depth. The results showed that dissatisfaction with the suitability of the sizing of current infant coveralls according to the body part differed among the groups according to the month of age.