• 제목/요약/키워드: Contents Classification System

검색결과 378건 처리시간 0.035초

맥문동탕(麥門冬湯)에 대한 연구 논문 분석 (Analysis of studies on Maekmundong-tang)

  • 김형원;양수영;김민희;남궁욱;박양춘
    • 혜화의학회지
    • /
    • 제19권2호
    • /
    • pp.165-171
    • /
    • 2011
  • Objectives: This study analyzed the contents of the research papers of Maekmundong-tang (MMDT). This study was conducted to help development of new clinical application and clinical studies for treating COPD with Oriental medicine. Materials and Methods: We inspected 26 theses and scrutinized their classification, objective diseases, study design, participants, methodological quality of clinical trial. Results: The following results were obtained in this study. 1. The studies of MMDT started in 1989 and have continuously increased, but it decreased recently. 2. The studies were mainly focused on experimental models rather than clinical studies. The topics of studies were mainly relaxation of airway contraction and anti-asthmatic effect. 3. MMDT was showed to have effects on chronic cough and asthma in these papers. Conclusion: MMDT is being used in respiratory disease. However, mechanism study should be conducted at experimental study and more clinical studies on the efficacy of MMDT for chronic respiratory disease are needed.

영상처리(映像處理) 장치(裝置)를 이용(利用)한 사과의 색택(色澤) 판정(判定) (Classification of Apple Coloration Using Image Processing System)

  • 노상하;류관희;김성민
    • Journal of Biosystems Engineering
    • /
    • 제16권3호
    • /
    • pp.272-280
    • /
    • 1991
  • The aims of this study were to investigate the feasivility of analyzing a few sorting factors such as size, coloration and defect of apples with a monochrome image processing system and to find apparent properties which could be effectively used for apple sorting. The results are summarized as follows. 1. A computer program was made to analyze the projection area, coloration and defect of an apple with a monochrome image processing system. 2. The algorithm developed to compute the projedtion area of an apple was between on the proportional relation between a given reference area and the corresponding number of pixels, and the computing time was 0.74 to 0.82 second depending on the size of apple. 3. The coloration of an apple was expressed as the ratio of the gray value of a reference color to that of a given bounded area of the stem end surface (defined as coloration index), and the computing time was about 3.0 seconds with this algorithm. 4. Defect of an apple could be isolated by lowpass filtering and image subtraction but it took about 20 seconds in computing time. 5. The coloration of the Fuji apple could be classified into 3 to 4 groups by the coloration index and also, it was found that the correlation coefficient between the indices and sugar contents was 0.74. 6. The coloration index obtained from a given bounded area of the stem end side of the Fuji apple could represent the coloration of total surface with a correlation coefficient of 0.922.

  • PDF

Design of Low Cost Real-Time Audience Adaptive Digital Signage using Haar Cascade Facial Measures

  • Lee, Dongwoo;Kim, Daehyun;Lee, Junghoon;Lee, Seungyoun;Hwang, Hyunsuk;Mariappan, Vinayagam;Lee, Minwoo;Cha, Jaesang
    • International Journal of Advanced Culture Technology
    • /
    • 제5권1호
    • /
    • pp.51-57
    • /
    • 2017
  • Digital signage is becoming part of daily life across a wide range of visual advertisements segments market used in stations, hotels, retail stores, hotels, etc. The current digital signage system used in market is generally works on limited user interactivity with static contents. In this paper, a new approach is proposed using computer vision based dynamic audience adaptive cost-effective digital signage system. The proposed design uses the Camera attached Raspberry Pi Open source platform to employ the real-time audience interaction using computer vision algorithms to extract facial features of the audience. The real-time facial features are extracted using Haar Cascade algorithm which are used for audience gender specific rendering of dynamic digital signage content. The audience facial characterization using Haar Cascade is evaluated on the FERET database with 95% accuracy for gender classification. The proposed system, developed and evaluated with male and female audiences in real-life environments camera embedded raspberry pi with good level of accuracy.

XML 기반 국가연구개발보고서 콘텐츠 서비스의 프레임워크 설계 (A Service Framework for Supporting XML-based National Research and Development Report Contents)

  • 손호선;이종연
    • 한국산학기술학회논문지
    • /
    • 제12권1호
    • /
    • pp.427-435
    • /
    • 2011
  • 정부 각 부처 단위의 국가연구개발보고서 정보관리 체계는 산하 전문기관으로 하여금 구체적인 정보의 수집 및 데이터베이스 구축, 정보시스템 운영 등의 업무를 수행하도록 하는 시스템으로 현행 국가 차원의 연구개발보고서 분류체계는 미흡한 상태이다. 또한 정부 부처마다 상이한 전자원문서비스 형태로 제공되므로 표준화된 서비스가 요구 된다. 따라서 본 논문의 연구 목표와 세부연구 내용은 다음과 같다. 연구 목표는 국가 연구개발보고서 양식의 표준화 방안을 수립하고, 기존 국가 연구개발보고서의 서비스 형태에 대한 문제점을 분석하여 XML 기반 국가연구개발보고서 서비스를 위한 프레임워크를 제시한다. 아울러 본 논문의 세부 연구내용은 다음과 같다. 첫째, 국가 연구개발보고서 생산 기관 현황파악 및 주요 기관별 연구개발보고서 양식조사와 서비스 현황을 분석한다. 둘째, 국가 연구개발보고서 관련 주요 해외 과학기술정보 서비스 체계 및 관련 데이터베이스 스키마 분석을 한다. 셋째, 국가연구개발보고서 서비스 체계의 문제점 분석을 통한 XML 기반 국가연구개발보고서 서비스 프레임워크 제안과 데이터베이스 스키마를 설계하고 마지막으로 보고서 포털 서비스 방안을 제시하였다. 끝으로 본 논문의 학술적 기여도는 국가차원의 연구개발보고서의 종합정보관리체계 구축을 통해 과학기술정보의 효율적인 관리 및 수요자 중심의 통합정보시스템 개발을 통해 국가 연구개발 관련 정보와 자원을 공동 활용함으로써 연구개발의 투자 효율성을 높일 수 있다.

전자회로 도면관리를 위한 벡터화와 회로 기호의 인식 (The vectorization and recognition of circuit symbols for electronic circuit drawing management)

  • 백영묵;석종원;진성일;황찬식
    • 전자공학회논문지B
    • /
    • 제33B권3호
    • /
    • pp.176-185
    • /
    • 1996
  • Transformin the huge size of drawings into a suitable format for CAD system and recognizng the contents of drawings are the major concerans in the automated analysis of engineering drawings. This paper proposes some methods for text/graphics separation, symbol extraction, vectorization and symbol recognition with the object of applying them to electronic cirucit drawings. We use MBR (Minimum bounding rectangle) and size of isolated region on the drawings for separating text and graphic regions. Characteristics parameters such as the number of pixels, the length of circular constant and the degree of round shape are used for extracting loop symbols and geometric structures for non-loop symbols. To recognize symbols, nearest netighbor between FD (foruier descriptor) of extractd symbols and these of classification reference symbols is used. Experimental results show that the proposed method can generate compact vector representation of extracted symbols and perform the scale change and rotation of extracted symbol using symbol vectorization. Also we achieve an efficient searching of circuit drawings.

  • PDF

선형가속기 Upgrade 전자총 시스템설계에 관한 연구 (A Study of the linear accelerator electron gun upgrade for system design)

  • 손윤규;박성주;김경렬;남상훈
    • 대한전기학회:학술대회논문집
    • /
    • 대한전기학회 2009년도 제40회 하계학술대회
    • /
    • pp.1373_1374
    • /
    • 2009
  • The PLS-II, the major upgrade program of the PLS (Pohang Light Source, a 2.5-GeV 3rd generation light source), is planned at the Pohang Accelerator Laboratory. Given the glaring lack of normative data regarding the PLS-II the major upgrade, this study can be seen as the first in a needed stream of research investigating selection by dual gun and dc electron gun. Usable electron gun can think method to use dual electron gun and method to prove energy by existing electron gun in energy increase. This article is concerned with the formal classification of used of pre-injector electron gun type of the DC and pulse. Design concept wishes to show contents that design for pulse type of power supply and DC type of electron gun.

  • PDF

한국의 기능성 유제품 표시제도 개선방안 (Amendment Scheme of Labeling Regulation for Functionality of Dairy Products)

  • 박기환
    • Journal of Dairy Science and Biotechnology
    • /
    • 제25권1호
    • /
    • pp.47-54
    • /
    • 2007
  • The labeling for functionality of food or food components are recognized globally and are essential for the growth of dairy product industry. To expand the functional claims of dairy product especially fermented milk product, the regulations restricting the labeling of functionality should be amended as soon as possible. The labeling regulations of functionality and efficacy for processed and functional foods in related Acts and subordinated statues such as definition, scope of claims, etc. were reviewed and the problems existed in the system were identified. The definition and classification of efficacy for processed food in Food Sanitation Act were analyzed to revise the labeling regulation of dairy product. A draft of amended labeling regulation for the functionality of dairy product is proposed, which provides consumers with appropriate information of beneficial effects on health purpose for human body structure and function. In order to develop the dairy products and related industries, these contents should be considered when the annexed Table 14 in the Enforcement Rule of the Processing of Livestock Products Act is amended.

  • PDF

Design of Coordinator Based on Android for Data Collection in Body Sensor Network

  • Min, Seongwon;Lee, Jong-Yong;Jung, Kye-Dong
    • International Journal of Advanced Culture Technology
    • /
    • 제5권2호
    • /
    • pp.98-105
    • /
    • 2017
  • Smartphones are fast growing in the IT market and are the most influential devices in our daily life. Smartphones are being studied for their use in body sensor networks with excellent processing power and wireless communication technology. In this paper, we propose a coordinator design that provides data collection, classification, and display using based on Android-smartphone in multiple sensor nodes. The coordinator collects data of sensor nodes that measure biological patterns using wireless communication technologies such as Bluetooth and NFC. The coordinator constructs a network using a multiple-level scheduling algorithm for efficient data collection at multiple sensor nodes. Also, to support different protocols between heterogeneous sensors, a data sheet recording wireless communication protocol information is used. The designed coordinator used Arduino to test the performance of multiple sensor node environments.

얼굴 특징 변화에 따른 휴먼 감성 인식 (Human Emotion Recognition based on Variance of Facial Features)

  • 이용환;김영섭
    • 반도체디스플레이기술학회지
    • /
    • 제16권4호
    • /
    • pp.79-85
    • /
    • 2017
  • Understanding of human emotion has a high importance in interaction between human and machine communications systems. The most expressive and valuable way to extract and recognize the human's emotion is by facial expression analysis. This paper presents and implements an automatic extraction and recognition scheme of facial expression and emotion through still image. This method has three main steps to recognize the facial emotion: (1) Detection of facial areas with skin-color method and feature maps, (2) Creation of the Bezier curve on eyemap and mouthmap, and (3) Classification and distinguish the emotion of characteristic with Hausdorff distance. To estimate the performance of the implemented system, we evaluate a success-ratio with emotional face image database, which is commonly used in the field of facial analysis. The experimental result shows average 76.1% of success to classify and distinguish the facial expression and emotion.

  • PDF

딥러닝 기반 분류 모델의 성능 분석을 통한 건설 재해사례 텍스트 데이터의 효율적 관리방향 제안 (A Suggestion of the Direction of Construction Disaster Document Management through Text Data Classification Model based on Deep Learning)

  • 김하영;장예은;강현빈;손정욱;이준성
    • 한국건설관리학회논문집
    • /
    • 제22권5호
    • /
    • pp.73-85
    • /
    • 2021
  • 본 연구는 딥러닝 기반의 텍스트 데이터 분류 모델의 성능 고찰을 통해 한국어 건설 재해사례의 효율적 관리방향을 제안한다. 이를 위해 비정형 텍스트 문서인 건설 재해 보고서를 활용해 건설 사고의 대표적 유형인 추락, 감전, 낙하, 붕괴, 협착의 5개 범주로 분류하는 딥러닝 모델을 구현하였다. 초기 모델 테스트 결과, 추락 재해의 분류 정확도가 상대적으로 높게 도출되며 타 유형을 추락 재해로 분류하는 경우가 많이 발생한다는 특징이 나타났다. 원인 분석 결과, 1) 구체적인 사고 유발 행동, 2) 유사한 문장 구조, 3) 여러 유형에 해당되는 복합사고가 위의 특징에 영향을 미치는 것으로 분석되었으며, 이 중 추가 실험을 통해 검증이 가능한 복합사고에 대한 두 가지 정확도 개선 실험을 진행하였다: 1) 재분류, 2) 제외. 실험 결과, 복합사고 제외 시 분류 성능이 185.7% 향상되었으며, 이를 통해 여러 사고 유형에 대한 내용을 동시에 포함하는 복합사고의 다중공선성(multicollinearity)이 해소되었음을 알 수 있다. 결론적으로 본 연구에서는 향후 사고에 대한 상황을 상세히 서술하는 체계를 마련함과 동시에 복합사고를 독립적으로 관리할 필요성을 시사한다.