• 제목/요약/키워드: CCA analysis

검색결과 199건 처리시간 0.033초

Rapid Implementation of 3D Facial Reconstruction from a Single Image on an Android Mobile Device

  • Truong, Phuc Huu;Park, Chang-Woo;Lee, Minsik;Choi, Sang-Il;Ji, Sang-Hoon;Jeong, Gu-Min
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제8권5호
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    • pp.1690-1710
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    • 2014
  • In this paper, we propose the rapid implementation of a 3-dimensional (3D) facial reconstruction from a single frontal face image and introduce a design for its application on a mobile device. The proposed system can effectively reconstruct human faces in 3D using an approach robust to lighting conditions, and a fast method based on a Canonical Correlation Analysis (CCA) algorithm to estimate the depth. The reconstruction system is built by first creating 3D facial mapping from a personal identity vector of a face image. This mapping is then applied to real-world images captured with a built-in camera on a mobile device to form the corresponding 3D depth information. Finally, the facial texture from the face image is extracted and added to the reconstruction results. Experiments with an Android phone show that the implementation of this system as an Android application performs well. The advantage of the proposed method is an easy 3D reconstruction of almost all facial images captured in the real world with a fast computation. This has been clearly demonstrated in the Android application, which requires only a short time to reconstruct the 3D depth map.

추이대 2차림의 식생구조 분석과 온난화에 따른 식생의 변화 예측에 대한 연구 - 두륜산을 중심으로 - (Studies of Vegetation Structure Analysis and Anticipation of Vegetation Change due to Global Warming on Secondary Forest in Ecotone)

  • 이성제;안영희
    • 한국환경생태학회지
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    • 제25권3호
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    • pp.365-377
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    • 2011
  • 본 연구는 식물사회학적 연구방법에 의해 추이대에 속하는 두륜산 일대의 삼림식생을 분류하고, 삼림식생단위와 환경과의 상관관계를 분석하여 온난화에 따른 식생의 수평적 변화를 구성종과 상관식생의 우점종을 통해 예측하는 것을 목적으로 수행하였다. 삼림식생은 졸참나무-굴참나무군락, 붉가시나무-황칠나무군락, 편백나무식재림 등 3개의 군락단위로 구분되었다. 각 삼림군락의 분포와 환경 요인들과의 상관 관계를 분석하였던 바, 모든 삼림군락에서 출현한 동백나무군강의 식별종, 구분종, 난온대성 낙엽활엽수림의 구성종 요소, 상관식생의 주요종을 통하여 낙엽활엽수림인 졸참나무-굴참나무군락은 굴참나무가 상대적으로 높은 출현율을 보이는 지역부터 점차 상록활엽수림으로 천이가 이루질 것으로 예측된다.

종합병원 간호사의 문화적 역량수준과 영향요인 (A Study on Factors Affecting Cultural Competency of General Hospital Nurses)

  • 채덕희;박윤희;강경화;이태화
    • 간호행정학회지
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    • 제18권1호
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    • pp.76-86
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    • 2012
  • Purpose: As Korea has been rapidly transformed to be a multicultural society, it becomes essential for nurses to develop cultural competency. The purpose of this descriptive study was to assess the cultural competency level of general hospital nurses and to examine its contributing factors adopting ecological model. Method: A convenience sample of 327 nurses from six general hospitals in Seoul metropolitan area was recruited between November 14 to 28, 2011. Cultural competency was measured using the Korean version of the Caffrey Cultural Competence in Healthcare Scale (CCCHS) and Cultural Competence Assessment(CCA). Hierarchical multiple regression analysis was performed to assess the influence of intrapersonal, cultural-experience, and organizational factors on cultural competency. Results: Mean cultural competency in this study was 2.57(${\pm}0.43$). Cultural competency was associated with job position (p=.044) at the intrapersonal level. At the cultural experience level, foreign language classes experience (p=.005), fluency in a foreign language (p=.000), experience of working with foreign health care professionals (p=.000) were associated cultural competency. At the organizational level, training program (p=.000), job description (p=.002), health education materials (p=.016), insufficient job control (p=.000), and interpersonal conflicts (p=.011) showed significant difference. Foreign language class experience, foreign language fluency, experience of working with foreign health care professionals, and job control were the most consistent predictors of cultural competence and explained 20.4% of the total variance in the proposed ecological model. Conclusions: The findings suggest that to enhance cultural competency in general hospital nurses, cultural experience and organizational factors need to be more fully considered than intrapersonal factors.

Development of a Health Education Modification Program Regarding Liver Flukes and Cholangiocarcinoma in High Risk Areas of Nakhon Ratchasima Province Using Self-Efficacy and Motivation Theory

  • Kaewpitoon, Soraya J;Rujirakul, Ratana;Wakkuwattapong, Parichart;Benjaoran, Fuangfa;Norkaew, Jun;Kujapun, Jirawoot;Ponphimai, Sukanya;Chavenkun, Wasugree;Kompor, Porntip;Padchasuwan, Natnapa;Kaewpitoon, Natthawut
    • Asian Pacific Journal of Cancer Prevention
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    • 제17권6호
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    • pp.2947-2951
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    • 2016
  • A quasi-experimental study was conducted to develop a health education modification program based on self-efficacy and motivation regarding liver flukes and cholangiocarcinoma development in Keang Sanam Nang district, Nakhon Ratchasima province, Thailand. A total of 36 individuals were invited to participate in the program and were screened for population at risk of liver fluke infection and cholangiocarcinoma using SUT-OV-001 and SUT-CCA-001. Development of health education modification program regarding liver fluke and cholangiocarcinoma prevention included 3 steps: (1) preparation, (2) health education program, and (3) follow-up and evaluation. The study was implemented for 10 weeks. Pre-and-post-test knowledge was measured with questionnaires, Kuder-Richardson-20: KR-20 = 0.718,and Cronbach's Alpha Coefficient = 0.724 and 0.716 for percection and outcome expectation questionnaires. Paired and independent t-tests were applied for data analysis. The majority of the participants were female (55.6%), aged between ${\leq}50$ and 60 years old (36.1%), married (86.1%), education level of primary school (63.9%), agricultural occupation (80.6%), and income <4,000 Baht (44.4%). The results revealed that after the health education program, the experimental group had a mean score of knowledge, perception, and outcome expectation regarding liver fluke and cholangiocarcinoma prevention significantly higher than before participation and in the control group. In conclusion, this successful health education modification program for liver fluke and cholangiocarcinoma, therefore may useful for further work behavior modification in other epidemic areas.

한국 남해안(여수, 남해, 통영) 연안해역 춘·하계 어류 자치어 분포 특성 (Distribution of Fish Larvae in the Southern Coastal Waters (Yeosu, Namhae and Tongyoung) of Korea in Spring and Summer)

  • 최희찬;유만호;윤석현;오현주
    • 해양환경안전학회지
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    • 제23권6호
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    • pp.759-766
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    • 2017
  • 한국 남해 연안에 출현하는 춘 하계 어류 자치어 군집의 조성과 분포 특성을 파악하기 위하여 2016년 5월부터 9월까지 남해의 세 해역(여수, 남해, 통영)에서 RN80 네트를 이용해 매월 1회 채집하였다. 조사기간 동안 총 50개 분류군의 자치어가 채집되었고, 이 중 멸치가 전체 출현 개체수의 56.8 %로 가장 우점하였으며, 청보리멸, 청베도라치, 망둑어과 타입A, 청베도라치과, 앞동갈베도라치 등이 각각 2 % 이상의 개체수비를 보여 우점하였으며, 이상 6개 분류군이 전체 출현 자치어의 87.5 %를 차지하였다. ANOSIM 결과 해역 간에 자치어 조성의 유의한 차이는 없었으나, 시기적으로는 유의한 차이를 보였다. 정준대응분석 결과 이러한 자치어 군집의 시기적 변동은 주로 수온 변화에 의한 것으로 나타났다.

Vanishing Line based Lane Detection for Augmented Reality-aided Driver Induction

  • Yun, Jeong-Rok;Lee, Dong-Kil;Chun, Sung-Kuk;Hong, Sung-Hoon
    • 한국컴퓨터정보학회논문지
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    • 제24권1호
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    • pp.73-83
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    • 2019
  • In this paper, we propose the augmented reality(AR) based driving navigation based on robust lane detection method to dynamic environment changes. The proposed technique uses the detected lane position as a marker which is a key element for enhancing driving information. We propose Symmetrical Local Threshold(SLT) algorithm which is able to robustly detect lane to dynamic illumination environment change such as shadows. In addition, by using Morphology operation and Connected Component Analysis(CCA) algorithm, it is possible to minimize noises in the image, and Region Of Interest(ROI) is defined through region division using a straight line passing through several vanishing points We also propose the augmented reality aided visualization method for Interchange(IC) and driving navigation using reference point detection based on the detected lane coordinates inside and outside the ROI. Validation experiments were carried out to assess the accuracy and robustness of the proposed system in vairous environment changes. The average accuracy of the proposed system in daytime, nighttime, rainy day, and cloudy day is 79.3% on 4600 images. The results of the proposed system for AR based IC and driving navigation were also presented. We are hopeful that the proposed research will open a new discussion on AR based driving navigation platforms, and thus, that such efforts will enrich the autonomous vehicle services in the near future.

Aortic arch를 포함한 Carotid angio 검사 시 Time of flight(TOF)의 유용성 평가 (Usefulness estimating of Time of flight(TOF) during Carotid angio inspection including Aortic arch)

  • 유영준
    • 대한디지털의료영상학회논문지
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    • 제15권1호
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    • pp.1-7
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    • 2013
  • Purpose : The Carotid Angio inspection including Aortic arch applied to wide area is conducted as the Contrast Enhance MR Angiography(CEA) which is using a contrast medium. However it is a burden not only for someone such as infants, pregnant women and patients suffering from kidney failure but continuous use of contrast medium also can be a burden for patients who has been taken follow up inspection since diagnose lesion already. The purpose of this study is to estimate a usefulness of the Time of Flight (TOF) by comparing with CEA. Materials and methods : 10 patients with an average age of 58 (from 45 to 75) who had MRA inspection in our hospital were studied using 3.0 Tesla Aachieva (Philips, Netherland) MRI system and Sense Neuro-Vascular 16 Channels Coil. The same patient was inspected both TOF and CEA simultaneously. The TOF inspection included from Aortic arch to Willis Circle by connecting 3 TOF stacks and so did CEA inspection. The quantitative analysis was conducted through signal to noise ratio(SNR) and contrast to noise ratio(CNR) with soft tissue by setting up an area of interest on CCA bifurcatoin, ICA, ECA, MCA and VA concerning obtained image. In case of qualitative analysis, 3 radiological technologists and 1 radiologist evaluated 4 items (1: Visibility of the blood vessel, 2: Image distortion measure, 3: Overlapping measure with vein, 4: Peripheral blood vessel description measure) into five points scale (1: Very bad, 2: Bad, 3: Normal 4: Good, 5: Very good). Results : Results for the quantitative analysis was obtained by calculating the average of 5 ROIs in case of SNR and CNR separately. Results of SNR, TOF were generally measured higher than CEA (In case of TOF were 166.1, 205.2, 154.39, 172.23, 161.95, and CEA were 92.05, 95.43, 84.76, 73.69, 88.3). But according to the result of CNR, both TOF and CEA were measured similarly as 67.62, 106.71, 55.9, 73.74, 63.46 for TOF and 67.82, 71.19, 60.52, 49.45, 64.07 for CEA. Throughout every results of each ROI, SNR showed statistically meaningful consequence (0.050.05). In case of qualitative analysis the average of each evaluated item was 4.2points and 4.28points in the item1, 2.93points and 4.55points in the item2, 4.6points and 3.13points in the item3, 2.88points and 4.6points in the item4. According to the results TOF was measured higher in the item3 while in the item2 and item4 CEA was higher and in case of the item1, both CEA and TOF were similar. To sum up statistically meaningful results (p<0.05) were shown in the item2, item3 and item4 but not in the item1 (p>0.05). Conclusions : Both TOF and CEA are complementary because each inspection has pros and cons, but when inspect wide area including Aortic arch normally CEA is conducted. But TOF inspection also can be considered as alternative in terms of patients who has difficulty in the contrast medium such as infants, pregnant women and patients suffering from kidney failure and patients during follow up.

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강원도 철원 샘통과 주변 지표수 및 지하수의 수리화학 및 미생물 군집 특성 연구 (Hydrochemical and Microbial Community Characteristics of Spring, Surface Water and Groundwater at Samtong in Cheorwon, South Korea)

  • 유한선;문진아;김희정
    • 지질공학
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    • 제33권2호
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    • pp.257-273
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    • 2023
  • 본 연구에서는 철원 샘통과 그 일대의 지하수 및 지표수의 지구화학 및 미생물 군집 특성을 분석하였다. 2022년 12월 15일 철원 샘통 5개, 지하수 3개 그리고 지표수 2개, 총 10개 지점에서 야외조사를 수행하였다. 수화학분석 결과 샘통과 지표수는 모두 Ca-HCO3 유형에 도시되었으며, 지하수 한 지점(CSG3)을 제외한 나머지 지점은 모두 Na-HCO3 유형에 도시되었다. 또한 모든 지점은 같은 기상수의 기원으로 물암석 반응이 우세하게 영향을 준 것으로 보인다. 라돈 농도 분석 결과 지표수는 1,000 Bq/m3 이하, 샘통은 1,000~10,000 Bq/m3, 지하수는 1,000~1,000,000 Bq/m3의 농도 값을 보였다. 미생물 군집 구조 분석 결과 문(phylum) 비율 중 가장 우점종은 Proteobacteria, Planctomyceta, Verrucomicrobia, Acidobacteria, Actinomycetota 순으로 나타났다. 비계량적 다차원 척도법 모델링(NMDS)에서는 수온, pH, Si가 현장의 토착미생물과 밀접한 연관성을 보였다. NMDS와 CCA 결과에서 샘통에 영향을 미치는 주요 환경적 요소는 온도, Mg, Si로 나타나며, 그 환경적인 영향과 관련된 주요 미생물은 Acidobacteria와 Proteobacteria 중 Pseudomonas brenneri이다. 수화학 및 미생물 군집 분석 모두 샘통과 지하수 CSG3 지점에서 유사한 결과를 보였으며, 현무암 대수층의 영향을 받은 것으로 추정된다.

인천 연안에서 요각류 Acartia hongi 춘계 개체군 형성의 영향 요인 (The Factors Controlling the Formation of Spring Population of Acartia hongi (Copepoda: Calanoida) in Incheon Coastal Water, Korea)

  • 유정규;윤석현;최중기
    • 한국해양학회지:바다
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    • 제11권3호
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    • pp.108-116
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    • 2006
  • 본 연구에서 Acartia hongi 춘계 개체군 형성의 영향 요인을 파악하기 위해 알 생산, 알 부화시간, 알 포식에 관한 조사가 수행되었다. 알 생산은 동계부터 춘계 사이에 높은 수준을 유지하였다. 알 생산은 수온이 $7^{\circ}C$ 이하일 때 수온 증가에 따라 증가하였으며, 수온 $7\sim21^{\circ}C$ 사이에서는 클로로필 a 농도와 유의한 양의 상관관계를 나타냈다. 알부화 시간$(D_e,\;day)$은 수온$(T,\;^{\circ}C)$에 따라 다음과 같은 회귀식이 얻어졌다. $D_e=18.9(T-0.4)^{-1.0}$ 알 부화 시간은 수온 $5^{\circ}C$ 이하에서 급격히 길어지는 경향을 보였다. 시간차에 따른 A. hongi의 성장 단계별 현존량 변화의 상관관계를 보기 위해 교차상관분석(CCA)을 수행하였다. 개체군 알 생산율에 부화시간을 고려한 알 생산은 개체군 알 생산을 보다 노플리우스 현존량과 유의한 상관관계를 보였다. 이는 부화 시간도 개체군 형성에 영향 요인이 됨을 의미하며, 특히 동계에 높은 일간 알 생산율과 저수온에 대한 부화 지연으로 야기된 높은 알 현존량은 춘계 초기 노플리우스 개체군의 기원이 될 것으로 본다. 춘계 개체군 형성의 부정적인 요인으로 Noctiluca scintillans의 알 포식이 관찰되었다 N. scintillans전체 개체수의 $2.9\sim21.1%$에서 A. hongi 알이 관찰되었으며, 이는 A. hongi 개체군 알 생산율의 $1.2\sim49.5%$에 해당한다. 결론적으로 A. hongi춘계 개체군 형성에 영향 요인으로 동계 세대에 의한 지속적으로 높은 알 생산, 저수온에 따른 부화 지연 그리고 N. scintillans의 알 포식 등이 고려된다.

경기도 밭의 외래잡초 분포 (Distribution of Exotic Weeds on Upland Crop Field in Gyeonggi-do)

  • 김창석;이인용;이정란;홍선희;오영주
    • Weed & Turfgrass Science
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    • 제3권4호
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    • pp.284-291
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    • 2014
  • 경기도의 밭 주변을 대상으로 350지점을 선정하여 조사를 진행하였다. 경기도의 밭에 발생하는 외래잡초 조사결과 19과 52속 74종 4변종, 총 78종류의 외래잡초가 조사되었고 하계 일년생 식물은 48.7%, 동계 일년생은 28.2%, 다년생은 23.1%가 출현하였다. 과별로 보면 국화과가 32%를 차지하여 가장 많은 비율로 출현하였고 벼과 8%, 마디풀과 8%, 아욱과 7%로 구성되었다. 경기북부에서의 외래잡초 우점종은 개비름, 단풍잎돼지풀, 흰명아주, 미국가막사리, 망초이고 경기남부에서는 흰명아주, 망초, 개망초, 서양민들레, 털별꽃아재비가 조사되었다. 경기도 전체에서는 흰명아주, 개비름, 망초가 가장 우점하는 것으로 파악되었다. 경기북부와 경기남부지역의 외래잡초의 상관관계를 살펴보기 위한 CCA 분석결과 경기북부가 경기남부지역보다 다양한 외래잡초가 넓게 확산되어 있는 것으로 분석되었다. 경기도에 발생하는 외래잡초의 발생정보는 밭의 지속적인 관리방안을 수립하는데 도움이 될 것이다.