• Title/Summary/Keyword: 신체인식

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Bio- Information Extraction of On-line Signature Based on Pen-Input Informations and Feature Extraction with Independent Component Analysis (펜 입력정보를 기반으로 한 온라인 서명의 생체정보 추출 및 ICA를 이용한 특징 추출)

  • 성한호;윤성수;이일병
    • Proceedings of the Korean Information Science Society Conference
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    • 2002.10d
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    • pp.577-579
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    • 2002
  • 향후 보안시장을 이끌어갈 생체인식 기술은 현재까지 많은 발전을 거듭하고 있다. 이미 알려진 바와 같이 생체인식은 신체의 여러 부분들과 신체적 특징, 개인의 습관들이 이용되는데 전자의 경우 지문, 얼굴, 홍채, 망막, 음성, 필체, 정맥 등의 인식이 있고 후자의 경우 타이핑 습관, 걸음걸이 습관, 필기 습관 등이 해당된다. 본 연구에서는 서명인식을 필체 자체의 특징에 관련된 정보를 추출하여 인식하는 방법과는 달리 개개인의 필기 습관에 주목하여 서명을 할 때 펜을 눌러쓴 정도, 펜을 사용하는 위치 및 펜을 얼마나 뉘어 쓰는지 세워 쓰는지, 왼손잡이인지 오른손잡이인지 등의 동적 정보에 따른 특성을 알 수 있는 펜의 방위각과 기울임 정도에 대한 생체정보를 추출하고 현재 음성인식 등 여러 분야에서 사용되는 ICA를 사용하여 추출한 서명데이터의 생체정보를 분리.추출하여 이를 개개인의 검증데이터로 활용하는 방법을 제안한다.

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A Method for Body Keypoint Localization based on Object Detection using the RGB-D information (RGB-D 정보를 이용한 객체 탐지 기반의 신체 키포인트 검출 방법)

  • Park, Seohee;Chun, Junchul
    • Journal of Internet Computing and Services
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    • v.18 no.6
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    • pp.85-92
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    • 2017
  • Recently, in the field of video surveillance, a Deep Learning based learning method has been applied to a method of detecting a moving person in a video and analyzing the behavior of a detected person. The human activity recognition, which is one of the fields this intelligent image analysis technology, detects the object and goes through the process of detecting the body keypoint to recognize the behavior of the detected object. In this paper, we propose a method for Body Keypoint Localization based on Object Detection using RGB-D information. First, the moving object is segmented and detected from the background using color information and depth information generated by the two cameras. The input image generated by rescaling the detected object region using RGB-D information is applied to Convolutional Pose Machines for one person's pose estimation. CPM are used to generate Belief Maps for 14 body parts per person and to detect body keypoints based on Belief Maps. This method provides an accurate region for objects to detect keypoints an can be extended from single Body Keypoint Localization to multiple Body Keypoint Localization through the integration of individual Body Keypoint Localization. In the future, it is possible to generate a model for human pose estimation using the detected keypoints and contribute to the field of human activity recognition.

Analysis on the Differences of Driving Abilities and Necessity Awareness on Traffic Safety Features by Driver's Age (운전자 연령에 따른 운전능력 및 교통안전시설물 필요성 인식 차이에 관한 연구)

  • Choi, Eun-Jin;Lee, Ho-Won;Yoo, Sung-Jun;Heo, Nak-Won
    • Proceedings of the Korean Society of Disaster Information Conference
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    • 2016.11a
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    • pp.249-252
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    • 2016
  • 본 연구에서는 연령증가에 따라 운전에 필요한 신체적, 인지적 능력의 변화가 어떻게 나타나는지 설문을 통해 분석하고, 이것이 교통안전 시설물(신호기, 노면표시, 도로표지판)의 필요성 및 적정성을 평가하는 것과 어떤 관계가 있는 지 살펴보고자 하였다. 이를 위해 20세 이상 운전면허 소지자를 대상으로 5개 권역, 500명을 대상으로 설문조사를 실시하여 이를 분석하였다. 운전능력에 대한 자기평가 점수는 종합적 능력, 개별능력(시력, 청력, 색채식별 등) 모두 연령이 증가함에 따라 점수가 낮아지는 것으로 분석되었다. 특히 시력은 연령증가에 따른 감소폭이 크고, 절대적인 평균점수가 다른 항목에 비하여 낮게 나타났다. 시력의 경우 타 신체적, 인지적 능력에 비해 운전 중 기능의 저하에 따른 체감도가 크기 때문인 것으로 판단된다. 설문결과에 따른 분류분석을 통해서는 신체적, 인지적 기능의 저하가 시작되는 연령이 기존의 고령운전자로 판단하는 65세 보다 낮은 48세로 분석되었다. 이것은 연령증가에 따른 기능 저하로 인한 영향을 받는 운전자가 그렇지 않은 운전자보다 더 많다는 것을 의미한다. 또한 시설물에 대한 필요성 인식에 대한 평가 역시 운전능력에서 차이를 나타내는 연령대에서 인식의 차이가 있을 것으로 분석되었다.

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Actual Clothing Style of Middle school girls According to Self-perception of Their Body Size (여중생의 신체 인식에 따른 착의 의복형태에 관한 연구)

  • Park Woo-Mi;Wee Eun-Hah
    • Journal of Korean Home Economics Education Association
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    • v.18 no.1 s.39
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    • pp.113-125
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    • 2006
  • The purpose of this study was to examine the effects of perception of body size on actual clothing style in middle school girls. To achieve this, this study analyzed self-perception of body size, aspired clothing style, and actual clothing style. By classifying groups into thin and thick, the difference in clothing style according to groups was also analyzed. Subjects of this study were middle school girls in Gwangju and 219 responses were collected from real body measurement and questionnaires. WIN SPSS+10.0 package was used to obtain results. Results are as follows: 1. For the self-perception of body size, middle school girls perceived much thicker in the lower body than the upper body. And they were unsatisfactory about the lower body which was perceived thick. 2. In the correlation of actual and aspired clothing style of middle school girls, they wore a aspired clothing style actually. Their actual or aspired upper clothing style was to cover the skin, exposing or covering a body silhouette. Their lower clothing style was a slacks type that covers a body silhouette and the skin. 3. In selecting actual clothing styles, middle school girls were somewhat affected by self-perceived body size. But they did not prefer the clothing styles perceived thick in girth or big in width in exposing the skin or a body silhouette. On the other hand, as it was perceived long, wearing was increased. frequently wore the upper and lower clothing styles of exposing the skin or a body silhouette than the thick group. But both groups wore the clothing styles of covering the skin or a body silhouette regardless of their thinness and thickness. And when wearing the clothing style of exposing neck and shoulder, middle school girls considered actual body size more than self-perceived size. On the other hand, when wearing the clothing style of exposing arms and silhouette by fitted legs, they considered self-perceived body size more.

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A Convergence Study on Factors Affecting Physical-Health Status of College Students (대학생의 신체적 건강상태 영향요인에 관한 융합연구)

  • Moon, Jeong Eun
    • Journal of the Korea Convergence Society
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    • v.9 no.1
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    • pp.31-39
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    • 2018
  • This is a convergence study to investigate the factors affecting the physical health status of college students and to present a strategy for effective program development. The participants of this study were 200 college students in a region and collected data by self-reported questionnaire. Data were analyzed by descriptive statistics, t-test, ANOVA, correlation analysis and stepwise multiple regression analysis. The results were as follows: 1) The physical-health status of the college students was positively correlated with the subjective perception of health status(${\beta}=-.323$, p<.01), health awareness(${\beta}=-.278$, p<.01), gender(${\beta}=-.197$, p<.01), and breakfast habit(${\beta}=-.192$, p<.01). And the explanatory power($R_2$) by 4 variables was 33.1%. As a result, it was confirmed that strengthening subjective perception, positive reinforcement of health awareness, and habit of breakfast were important for improvement of physical health status. Therefore, it is necessary to develop a health promotion program based on the factors influencing on the physical health status and to analyze its application effect.

The Effect of Dental Service Quality on Service Value, Consumer Satisfaction and Consumer Royalty (치과의료서비스 품질이 서비스가치, 고객만족 및 고객충성도에 미치는 영향)

  • Jeon, Eun-Suk;Choi, Yu-Jin;Hwang, Su-Hyun
    • Journal of dental hygiene science
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    • v.13 no.3
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    • pp.246-253
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    • 2013
  • The present study was carried out to evaluate the impacts of the qualities of dental medical services on service value, consumer satisfaction and consumer loyalty for 221 patients who visited 17 dental hospitals or clinics located in Busan and Ulsan using questionnaires and obtained the following conclusion. By gender, males had higher perceptions of para-language than females did in the qualities of the dental medical services, and by the level of education, college students and university graduates had higher perceptions of body language and physical appearance. Scores of service value, consumer satisfaction and customer loyalty were higher in males, college students and university graduates, and married patients, but those were not statistically significant. It turned out that the qualities of the dental medical services were correlated with service value, consumer satisfaction and consumer loyalty. As the perception of para-linguistic and verbal communication in the qualities of the medical services increased, service value increased; as the perception of verbal communication and physical appearance increased, consumer satisfaction increased; and as the perception of verbal communication, physical appearance and body language increased, consumer loyalty increased. To sum up the above findings, the qualities of dental medical services influence service value, consumer satisfaction and consumer loyalty, so in the future, it will be necessary to study quality dental medical services with which patients are satisfied.

Perception and Help-Seeking Behavior among Older Persons: Six Hypothetical Elder Mistreatment Scenarios (노인학대 인식과 도움요청 태도에 관한 연구: 여섯 가지 노인학대 시나리오를 중심으로)

  • Yoon, Hyun Sook;Lee, Hee Yun;Kwon, Jong Hee;Yoon, Ji Young;Park, Eun Soo;Nam, Ryun;Kang, Sung Bo;Park, Keum Hwa
    • 한국노년학
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    • v.30 no.1
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    • pp.221-240
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    • 2010
  • Despite a growing trend in elder mistreatment, research about the problem and its effects on the victims has been sparse. Notably missing are the perspectives of older adults themselves, whose perceptions and responses to elder mistreatment are greatly affected by social and cultural context. The purpose of this study is to examine factors associated with older persons' perceptions of elder mistreatment and subsequent help-seeking behaviors. Six hypothetical scenarios featuring elders were the basis of interviews with 124 older persons, drawn by a quota sampling strategy. Findings indicated that older persons perceived situations of physical abuse (87.9%), financial abuse (86.3%), and psychological abuse (66.1%) to be elder mistreatment, yet respondents showed less sensitivity to elder mistreatment that took the form of physical mistreatment within a couple (47.6%), neglect (40.3%), and self-neglect (16.9%). Certain scenarios yielded less intention to seek help: namely, physical mistreatment within a couple, neglect, and self-neglect. Older persons' personal characteristics, social factors, and cultural factors exerted significant influence on both perception and help-seeking behavior. Perception was identified as a key factor that significantly influenced help-seeking behavior. Findings point to awareness of cultural and social context for success in elder mistreatment prevention, intervention, and policy design for this population.

Human Activity Recognition using View-Invariant Features and Probabilistic Graphical Models (시점 불변인 특징과 확률 그래프 모델을 이용한 인간 행위 인식)

  • Kim, Hyesuk;Kim, Incheol
    • Journal of KIISE
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    • v.41 no.11
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    • pp.927-934
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    • 2014
  • In this paper, we propose an effective method for recognizing daily human activities from a stream of three dimensional body poses, which can be obtained by using Kinect-like RGB-D sensors. The body pose data provided by Kinect SDK or OpenNI may suffer from both the view variance problem and the scale variance problem, since they are represented in the 3D Cartesian coordinate system, the origin of which is located on the center of Kinect. In order to resolve the problem and get the view-invariant and scale-invariant features, we transform the pose data into the spherical coordinate system of which the origin is placed on the center of the subject's hip, and then perform on them the scale normalization using the length of the subject's arm. In order to represent effectively complex internal structures of high-level daily activities, we utilize Hidden state Conditional Random Field (HCRF), which is one of probabilistic graphical models. Through various experiments using two different datasets, KAD-70 and CAD-60, we showed the high performance of our method and the implementation system.

The Relationship between Young Adult's Leisure Awareness and their Depression Relief Leisure Behaviour (젊은 성인들의 레저인식과 우울함 완화 레저행동과의 관계)

  • Han, Ji-Sook
    • Journal of Family Resource Management and Policy Review
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    • v.12 no.4
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    • pp.35-46
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    • 2008
  • 본 연구의 목적은 젊은 성인들의 레저인식과 우울한 기분 완화 레저행동 간의 관계를 조사한 연구로서, 호주의 대학생 433명을 대상으로 설문조사를 실시하였다. '활동적 사회적', '일관련', '스포츠 신체적', '창조적', '파괴적', '휴식적', '수동적 기술의존적' 모두 8개의 우울한 기분 완화 레저 행동 형태가 분석되었고, 이 중 '활동적 사회적', '스포츠 신체적', '야외활동과 여행' 요인이 '레저인식'에 정(+)의 관계의 유의한 영향을 미치는 것으로 나타났다. 또한 우울한 기분 완화 레저행동 요인들은 레저인식의 4개 하위차원과도 유의한 관계를 갖고 있었으며, '현명한 레저참여' 요인이 우울한 기분 완화 레저행동과 가장 높은 관계를 갖고 있었으며, 다음은 '레저기술'로 나타났다, '레저지식'과 '레저태도'는 비교적 전자보다 낮은 관계성을 갖고 있는 것으로 분석되었다.

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Exercise posture correction system based on image recognition (영상인식 기반 운동 자세 교정 시스템)

  • Dong-uk Kim;Gi-beom Ham;Gang-min Lee;Tae-ho Lim;Hyeon-hyeok Lim;Sang-ho Yeom;Tae-jin Yun
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2023.07a
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    • pp.489-490
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    • 2023
  • 본 논문에서는 신체 영상 인식 기술을 이용한 운동 자세 교정 시스템을 제안하고 개발하였다. 구글에서 제공하는 미디어파이프 포즈(MediaPipe Pose) 오픈소스를 사용하여 웹캠으로 사용자의 운동 동작을 실시간으로 인식하여, 인식된 신체 구조의 33개의 관절 위치로 Pose Landmark를 사용하여 사용자의 운동 자세에 대한 횟수 카운트, 운동 동작의 정확도 측정을 할 수 있게 하여 혼자 운동하거나 처음 운동하는 사람들에게 운동의 접근성을 높이고, 올바른 자세로 운동을 하도록 유도할 수 있다.

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