• Title/Summary/Keyword: 인식 비율

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VGG-Kface : An Optimization Study on Korean Face Recognition Using VGG-Face (VGG-Kface : VGG-Face를 이용한 한국인 얼굴 인식에 관한 최적화 연구)

  • Seong-Chan Lee;Seung-Han Kim;Min-Gyeong Kim;Min-jin Cho;Beom-Seok Ko;Yong-man Yu
    • Proceedings of the Korea Information Processing Society Conference
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    • 2023.11a
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    • pp.1100-1101
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    • 2023
  • 얼굴인식 모델이 서양인 얼굴에 맞춰져 있어 한국인 얼굴에 대한 인식 성능 향상이 필요하다. 본 논문에서는 얼굴인식 모델에 AIHub에서 제공하는 한국인 얼굴 데이터 셋을 추가하고, 서양인 비교되는 한국인의 특징을 추가하여 얼굴인식을 진행하였다. contrastive learning의 image pair 쌍의 적합한 비율 평가를 계층적으로 진행하여 한국인 인식 성능을 높인 VGG-Kface를 제안한다.

A Comparison of Body Image and Dietary Behavior in Middle and High School girls in Gyeongbuk Area (경북 일부지역 여자 중·고등학생의 체형인식도 및 식생활 행동 비교)

  • Kim, Hye-Jin;Lee, Kyung-A
    • Korean journal of food and cookery science
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    • v.31 no.4
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    • pp.497-504
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    • 2015
  • The purpose of this study was to compare body image and dietary behavior in middle and high school girls in the Gyeongbuk area in September, 2014. Data were collected from a total of 194 middle school and 170 high school girls through a self-reported questionnaire. A total of 364 completed questionnaires were collected and used for the final analysis. The mean body mass index (BMI) of respondents was normal at 21.29. Generally, high school girls had greater height, weight and BMI than middle school girls. Height (p<0.001) and weight (p<0.001) were significantly different, while BMI was not. The ratio of students who perceived their body size as 'Fat' was significantly (p<0.05) higher in high school (43.9%) than in middle school (31.6%). The ratio of dissatisfaction with their current body image was significantly (p<0.001) higher in high school girls (64.1%) than in middle school girls (44.0%). Among respondents who perceived their body size as 'Fat', many high school girls actually (53.3%) had normal or low body weight and this was significantly (p<0.001) higher than in middle school girls (39.3%). Experience with weight control was higher in high school girls (67.3%) than in middle school girls (60.6%), but there was no significant difference. Regarding the weight control methods, respondents selected 'combination diet and exercise' (22.2%), 'diet control' (20.9%), 'exercise' (18.7%), and 'reduce snacks and midnight snack' (17.4%). 15 items under obesity-related dietary behavior were measured with 5-point scales and lower scores indicated obesity diet behavior. The mean score for all respondents was 3.19/5.00, and high school girls (3.06) scored significantly (p<0.001) higher than middle school girls (3.33). Our study suggests that the development of effective nutrition and health education for diet control is crucial for adolescent girls. This study will enable educators to plan more effective strategies to improve the dietary knowledge of adolescent girls.

Republic of Korea Entrepreneurship Ecosystem Status and Recognition Research: Focusing on Entrepreneurs, Entrepreneurs Preliminary, Student Centered Comparative Analysis on the Status and Recognition (대한민국 창업생태계 현황 및 인식 연구: 창업가, 예비창업가, 학생을 중심으로 현황 및 인식 비교 분석)

  • Kim, Sung Hoon;Nam, Jung min
    • Asia-Pacific Journal of Business Venturing and Entrepreneurship
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    • v.11 no.6
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    • pp.175-183
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    • 2016
  • The government set up "national happiness, the hope of a new era of national vision under' job center of the creative economy" to achieve by national goals in the first and figure achieved through the establishment of new growth engines of the youth unemployment problem solve and national level there are a number of business start-up support. September 8, 2015 announced the Government's look at the '2016 Year of the budget, the government for new growth engines greatly promoted the venture entrepreneurship ecosystem revitalization and research and development (R & D) the business for enhanced performance in 2017. According to the direction of this study is to evaluate the current creative economy business incubator at the comparison whether the correct orientation mainly entrepreneurs, entrepreneurs preliminary recognition of student entrepreneurship ecosystem. Entrepreneurs 113 people in that way, 71 people pre-entrepreneurs, students 60, workers were founding agencies conducted an online survey of 47 people, 16 people Investors, 50 public and 11 additional persons including a total of 368 people. This study is in line with the orientation of these entrepreneurs to create economic status and recognition of the Republic of Korea entrepreneurship ecosystem, pre- entrepreneurs, students will examine the comparative analysis around. Analysis, social perception of entrepreneurship is somewhat higher than it was confirmed that the negative response of 32.2% to 36.3% of positive response. Social awareness of entrepreneurs showed a 2-fold higher response rate than the negative of response of 17.1% to 41.7% responding that positive recognition for the current start-up environment is bad, the response is good response to higher response rate than 23.5% to 41.1% It showed. The percentage of responses that better respect the entrepreneurship environment of the future Republic of Korea showed a higher response rate than the rate of 23% in response to deteriorate to 41.2%, with 52.9% awareness is the percentage that responded that the bad part about the ruthless Korea's entrepreneurship environment in China good part as response rate approximately three times greater than the 17.7% showed high response rates. Social awareness of entrepreneurs experience the presence of the founding start-up experience was confirmed that the more negative the number increases, the more the contrary the number of start-up experience increased awareness of the current and future environment of entrepreneurship was identified as a positive entrepreneurship environment. Also recognized was confirmed to change the parent of the more positive changes in the start-up of entrepreneurs doctor also positive about entrepreneurship, start-up entrepreneurs start with a doctor's motivation for founding non-economic reasons than for economic reasons has confirmed Higher. This study showed the overall level overview analysis of the status and recognition of the Republic of Korea entrepreneurship ecosystem. Future studies need to be a proposal for an existing previous studies for more precise direction to go forth to analyze the entrepreneurship ecosystem with a focus on problems and improvement of the Republic of Korea entrepreneurship ecosystem.

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Rectangular Marker Recognition using Embedded Context Information (맥락 정보를 이용한 장방형 마커 인식 및 증강현실 응용)

  • Lee, Won-Woo;Woo, Woon-Tack
    • 한국HCI학회:학술대회논문집
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    • 2009.02a
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    • pp.74-79
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    • 2009
  • Fiducial markers have been used frequently in augmented reality applications. However, they represent only ID information to identify a marker, and thus they have limitations when we have multiple types of markers. In this paper, we propose a new marker design for augmented reality applications. We embed a marker’s context, such as type, size, orientation, and ID, in the barcode that has been used just for storing an ID. BY embedding the context information, it is possible to recognize multiple types of markers at once and to render corresponding contents with proper scale. Our marker design can be used in a mobile augmented reality environment where many unknown types of markers may exist.

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Effects of Adolescents' Smartphone Overdependence and Personal Perception in Smartphone Overdependence on Irrational Perception in Smartphone Usages and Related Emotional Behaviors (청소년의 스마트폰 과의존성 수준 및 심각성 인식에 따른 올바르지 못한 스마트폰에 대한 신념 및 이용 시 정서 특성 차이 비교)

  • Yeon, Eun Mo;Choi, Hyo-Sik
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.20 no.5
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    • pp.222-230
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    • 2019
  • The purpose of this study was to investigate the identified groups depend on the relationship of smartphone overdependence and adolescents' perception of smartphone overdependence itself. The study also explored gender positions in classified groups and the relationship between irrational perception of smartphone and positive emotion while smartphone usage. The participants to the study were 2,033 adolescents, aged between 10 and 19 from a smartphone overdependence survey of the National Information Society Agency. As a result of the qui-square analysis and MANOVA, four groups were classified depend on perception of smartphone overdependence and related smartphone overdependence behaviors. Second, gender did not show any differences in groups. Third, adolescents with lower perception in smartphone overdependence showed lower perception of smartphone usage compared to other adolescents in three groups. Fourth, adolescents with constructive perception in smartphone overdependence reported positive emotions. The results of this study suggest that it is necessary to understand adolescents' smartphone overdependence and look together with the irrational perception of smartphone.

ART1 Algorithm by Using Enhanced Similarity Test and Dynamical Vigilance Threshold (개선된 유사성 측정 방법과 동적인 경계 변수를 이용한 ART1 알고리즘)

  • 문정욱;김광백
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.7 no.6
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    • pp.1318-1324
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    • 2003
  • There are two problems in the conventional ART1 algorithm. One is in similarity testing method of the conventional ART1 between input patterns and stored patterns. The other is that vigilance threshold of conventional ART1 influences the number of clusters and the rate of recognition. In this paper, new similarity testing method and dynamical vigilance threshold method are proposed to solve these problems. The former is similarity test method using the rate of norm of exclusive-NOR between input patterns and stored patterns and the rate of nodes have equivalence value, and the latter method dynamically controls vigilance threshold to similarity using fuzzy operations and the sum operation of Yager. To check the performance of new methods, we used 26 alphabet characters and nosed characters. In experiment results, the proposed methods are better than the conventional methods in ART1, because the proposed methods are less sensitive than the conventional methods for initial vigilance and the recognition rate of the proposed methods is higher than that of the conventional methods.

Tag Anti-Collision Algorithms in Passive and Semi-passive RFID Systems -Part I : Adjustable Framed Q Algorithm and Grouping Method by using QueryAdjust Command- (수동형/반능동형 RFID 시스템의 태그 충돌 방지 알고리즘 -Part I : QueryAdjust 명령어를 이용한 AFQ 알고리즘과 Grouping에 의한 성능개선-)

  • Song, In-Chan;Fan, Xiao;Chang, Kyung-Hi;Shin, Dong-Beom;Lee, Heyung-Sub
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.33 no.8A
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    • pp.794-804
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    • 2008
  • In this paper, we analyze the performance of probabilistic slotted anti-collision algorithm used in EPCglobal Class-1 Generation-2 (Gen2). To increase throughput and system efficiency, and to decrease tag identification time and collision ratio, we propose new tag anti-collision algorithms, which are FAFQ (fired adjustable flamed Q) algorithm and AAFQ (adaptive adjustable framed Q) algorithm, by using QueryAdjust command. We also propose grouping method based on Gen2 to improve the efficiency of tag identification. The simulation results show that all the proposed algorithms outperform Q algorithm, and AAFQ algorithm performs the best. That is, AAFQ has an increment of 5% of system efficiency and a decrement of 4.5% of collision ratio. For FAFQ and AAFQ algorithm, the performance of grouping method is similar to that of ungrouping method. However, for Q algorithm in Gen2, grouping method can increase throughput and system efficiency, and decrease tag identification time and collision ratio compared with ungrouping method.

A Study on Visitors' Characteristics and Cognition in Regard to Damage of Nature Environment in Different Types of Ecotourism Destination (생태관광지 유형별 탐방객 특성 및 자연환경 훼손에 대한 인식 비교 연구)

  • Lee, Ho-Young;Oh, Choong-Hyeon
    • Korean Journal of Environment and Ecology
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    • v.26 no.2
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    • pp.264-272
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    • 2012
  • For understanding the tourists' characteristics of several types of ecotourism sites, we surveyed and analyzed the demographic characteristics, travel motivations and cognition of damage in Bukhansan trail, Upo marshes, Jirisan trail and Uljin Keumgang pine tree trail. The field survey were conducted through face-to-face interviews. In the case of Bukhansan trail, many people came to build up their health, so the ratio of eco-tourists and the awareness of environmental damage was low. In Upo marshes, there were many group tourists who want to enhance friendship between the colleagues. And the ratio of eco-tourists, enjoying several activities such as observation or experience about the ecosystems of wetland and bird watching appeared high, but the cognition of tourists about the damage of natural environment was low because the flatland type tour site, Upo marshes has less damage factors comparing with mountain type tour sites. In Jirisan trail, eco-tourists, nature tourists and mass tourists appeared mixed and the cognition of damage was higher than that of flatland type. In the case of Uljin Keumgang pine tree trail, almost indices showed higher values than other sites because the tourists who visited there have high cognition of eco-tourism and nature conservation by limiting entrance. Tourists were generally accepted positively the control method such as collection of entrance fee and visitor reservation system when natural damages are expected.

Analysis on the Hanbok Image, Perception and Preference Type of High School Students: Focused on Participation in Hanbok Classes and Gender (고등학생의 한복 이미지, 선호 유형, 전통한복 인식 분석: 한복수업 참여 여부 및 성별을 중심으로)

  • Kim, Sangmi
    • Journal of Korean Home Economics Education Association
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    • v.33 no.2
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    • pp.81-93
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    • 2021
  • The purpose of this study was to analyze the image, perception, and preference type of high school students of Hanbok and examine the differences according to gender and participation in Hanbok classes. For this purpose, a survey was conducted with 438 high school students in Busan. Frequency analysis, chi-square test, t-test, and F-test were performed using the SPSS and the results were as follows. Firstly, for most high school students, Hanbok has an elegant image, but it was also confirmed that they perceive Hanbok to have a splendid image due to its exposure in mass media and SNS. The image of Hanbok differed by gender and participation in Hanbok classes. A higher percentage of male students than female students perceived Hanbok to have rustic image. Secondly, the type of hanbok that high school students prefer was traditional Hanbok, followed by fusion Hanbok, casual Hanbok, and fashion Hanbok. Hanbok preference type differed by gender and participation in classes. Group participating in hanbok classes showed a higher preference for fashion Hanbok than those who did not. Thirdly, high school students' perception of traditional Hanbok was above average. By subcomponents, it was shown in the order of 'esthetics', 'sustainability', and 'practicality'. It was found that there were statistically significant differences in traditional Hanbok perception according to gender and participation in Hanbok classes. Female students evaluated more positively for traditional Hanbok than male students and students who participate in Hanbok classes evaluated traditional Hanbok more positively than non-participating students.