• 제목/요약/키워드: Classification Framework

검색결과 580건 처리시간 0.023초

안정적인 실시간 얼굴 특징점 추적과 감정인식 응용 (Robust Real-time Tracking of Facial Features with Application to Emotion Recognition)

  • 안병태;김응희;손진훈;권인소
    • 로봇학회논문지
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    • 제8권4호
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    • pp.266-272
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    • 2013
  • Facial feature extraction and tracking are essential steps in human-robot-interaction (HRI) field such as face recognition, gaze estimation, and emotion recognition. Active shape model (ASM) is one of the successful generative models that extract the facial features. However, applying only ASM is not adequate for modeling a face in actual applications, because positions of facial features are unstably extracted due to limitation of the number of iterations in the ASM fitting algorithm. The unaccurate positions of facial features decrease the performance of the emotion recognition. In this paper, we propose real-time facial feature extraction and tracking framework using ASM and LK optical flow for emotion recognition. LK optical flow is desirable to estimate time-varying geometric parameters in sequential face images. In addition, we introduce a straightforward method to avoid tracking failure caused by partial occlusions that can be a serious problem for tracking based algorithm. Emotion recognition experiments with k-NN and SVM classifier shows over 95% classification accuracy for three emotions: "joy", "anger", and "disgust".

A petri-net based execution model of processing equipment for CSCW-based shop floor control in agile manufacturing

  • Hong, Soondo;Cho, Hyuenbo;Jung, Mooyoung
    • 한국경영과학회:학술대회논문집
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    • 대한산업공학회/한국경영과학회 1995년도 춘계공동학술대회논문집; 전남대학교; 28-29 Apr. 1995
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    • pp.193-200
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    • 1995
  • A shop floor control system(SFCS), a central part of agile manufacturing, performs the production activities required to fill orders. In order to effectively control these activities, CSCW (computer supported cooperative work) is adopted where a supervisor does not exist. In this paper, we define functional perspective of CSCW-based shop floor control using planning, scheduling, and execution functions. In particular, we focus on an execution model that can coordinate the planning and scheduling functions. Execution can be defined informally as a function that downloads and performs a set of scheduled tasks. Execution is also responsible for identifying and resolving various errors whether they come from hardware or software. The purpose of this research is to identify all the execution activities and solving techniques under the assumptions of CSCW-based heterarchical control architecture. This paper also proposes a classification scheme for execution activities of CSCW-based heterarchical control architecture. Petri-nets are used as a unified framework for modeling and controlling execution activities. For solving the nonexistence of a supervisor, A negotiation-based solution technique is utilized.

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해양과학기술 R&D 결과정보 데이터베이스 구축 연구 (A Study on Implementation of the Database System for Oceanographic R&D Results Information)

  • 한종엽
    • 한국도서관정보학회지
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    • 제34권2호
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    • pp.209-231
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    • 2003
  • 해양과학기술 R&D 결과정보의 데이터베이스 구축 연구를 위해 국내외 관련 연구를 조사하고 분석하였다. 연구대상은 해양 R&D 연구보고서에서 해양조사자료까지를 범위로 하였다. 본 연구의 목적은 연구성과정보의 효율적인 정보검색서비스를 제공하는데 있다. 본 논문에서는 연구보고서의 메타데이터 기술요소 분석, 분류체계, 정보서비스 등과 함께 해양조사자료의 정보시스템 설계 및 구현의 사례로써 시스템 구성, 웹정보서비스 프로세스, 자료 입출력 프로세스, 검색 가시화 프로세스 등의 연구를 수행하였다.

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도시철도 토목시설물 유지관리를 위한 데이터베이스 구축방안 연구 (Development of the Database System for Maintenance of Civil Facilities in Urban Transit)

  • 신정렬;김길동;이우동;박서영
    • 한국철도학회:학술대회논문집
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    • 한국철도학회 2004년도 춘계학술대회 논문집
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    • pp.1108-1113
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    • 2004
  • While the environment of usage of information and technology is getting stable and technology is being developed more deeply due to the globalization, making information, standardization, in order to make a fast response to the new industry strategy and business environment, mutual communication and management of correct and fast information are focused on as fundamental elements of keeping competitive power. Accordingly strategic development of urban transit operation organization, storage of information technology of urban railroad, and buildup of standard information infra are very important, so that computerized information system has been built up standardizing efficient maintenance framework of urban transit facilities. To maintain these facilities efficiently, storing the real-time information by standardizing the maintenance organization and building up computerized information system are very important with management of information history of existing maintenance work. Therefore, for the efficient maintenance of civil facilities among urban transit facilities, standardized facilities classification and definition of management elements, and the plan of designing and building standardized database about civil facilities through standardizing technology resources are described in this paper.

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도시철도 선로시설물 유지관리를 위한 데이터베이스 구축방안 연구 (Development of the Database System for Maintenance of Track System in Urban Transit)

  • 신정렬;이우동;김길동;박서영
    • 한국철도학회:학술대회논문집
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    • 한국철도학회 2004년도 춘계학술대회 논문집
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    • pp.935-941
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    • 2004
  • While the environment of usage of information and technology is getting stable and technology is being developed more deeply due to the globalization, making information, standardization, in order to make a fast response to the new industry strategy and business environment, mutual communication and management of correct and fast information are focused on as fundamental elements of keeping competitive power. Accordingly strategic development of urban transit operation organization, storage of information technology of urban railroad, and buildup of standard information infra are very important, so that computerized information system has been built up standardizing efficient maintenance framework of urban transit facilities. To maintain these facilities efficiently, storing the real-time information by standardizing the maintenance organization and building up computerized information system are very important with management of information history of existing maintenance work. Therefore, for the efficient maintenance of track system among urban transit facilities, standardized facilities classification and definition of management elements, and the plan of designing and building standardized database about track. system through standardizing technology resources are described in this paper.

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도시철도 역설비 시설물 유지관리를 위한 데이터베이스 구축 방안 연구 (Development of the Database System for Maintenance of Station Facilities in Urban Transit)

  • 이우동;신정렬;이호용;안태기
    • 한국철도학회:학술대회논문집
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    • 한국철도학회 2004년도 춘계학술대회 논문집
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    • pp.1221-1226
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    • 2004
  • While the environment of usage of information and technology is getting stable and technology is being developed more deeply due to the globalization, making information, standardization, in order to make a fast response to the new industry strategy and business environment, mutual communication and management of correct and fast information are focused on as fundamental elements of keeping competitive power. Accordingly strategic development of urban transit operation organization, storage of information technology of urban railroad, and buildup of standard information infra are very important, so that computerized information system has been built up standardizing efficient maintenance framework of urban transit facilities. To maintain these facilities efficiently, storing the real-time information by standardizing the maintenance organization and building up computerized information system are very important with management of information history of existing maintenance work. Therefore, for the efficient maintenance of station facilities among urban transit facilities, standardized facilities classification and definition of management elements, and the plan of designing and building standardized database about station facilities through standardizing technology resources are described in, this paper.

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수정된 Kano 모델을 이용한 스마트 폰의 품질특성 평가 (Analysis of Quality Characteristics of Smart Phone Using Modified Kano Model)

  • 김태운
    • 산업경영시스템학회지
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    • 제35권1호
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    • pp.57-65
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    • 2012
  • The relationship between product quality/function and customer satisfaction has been considered an important point for the new product development. The seminal paper by Kano was the first to thoroughly address the non-linear relationship between product performance/function and customer satisfaction. In the analysis framework of the original Kano model, five factors are assumed, among which indifference factor occupies 40% in the classification scheme. When we analyze survey response using Kano model, many quality attributes can be resulted in indifference factor. This implies that some attributes which are meaningful tend to be classified as indifferent attributes for the customer satisfaction. In order to tackle this problem, a modified Kano model is proposed by reducing the indifference factor. The modified Kano model can be robust for the survey response. A survey is performed for the quality attributes of the smart phone. The response is analyzed and compared based on the original and modified Kano model. The surveyed quality characteristics of the smart phone are performance related attributes, application programs, functional attributes and subjective emotional quality attributes. Many quality attributes classified as indifference factor in the original model are classified as attractive, must-be, and expected factors, respectively.

멀티헤비테이션의 유형화 및 관련 주생활 라이프스타일 현황조사 (A Classification of Multi-habitation and Site Survey of the Related Lifestyles)

  • 최정민;강진만;손혜미
    • 한국주거학회논문집
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    • 제21권3호
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    • pp.41-52
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    • 2010
  • The purpose of this study is to clarify multi-habitation, a new phenomenon in which inhabitants in urban areas reside in primarily condominiums on weekdays and retreat to dwellings in rural areas on weekends, and to examine the various life styles related to multi-habitation. Through the interviews and site surveys, three major subtypes of multi-habitation were identified to support the theoretical framework: interchange style, sedentary style, and special style. Findings include that first, in order to discuss multi-habitation, the terms primary home and secondary home are introduced. Based on the concept of primary home and secondary home, a variety of multi-habitation can be described using spatial locations in urban and rural areas. Second, systematic deregulation for the second home ownership should be made to promote citizens' interchange. Also urban residents should make more efforts to integrate into rural communities. Third, for some remote areas such as Cheju Island, it is observed that multi-habitation is limited by cost, time, and lifestyle.

e-비즈니스의 성공적인 실행을 위한 비즈니스 모형의 분류 유형에 관한 연구 (The Classification of e-Business Model for Successful e-Business Implementation based on the Strategic Consideration)

  • 신호균;김종천
    • 한국정보시스템학회:학술대회논문집
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    • 한국정보시스템학회 2001년도 추계학술대회 발표논문집:차세대 전상거래 시대의 비즈니스전략
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    • pp.438-450
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    • 2001
  • This study is to classify the typology of e-business model based on the practical strategic model for successful e-business implementation. For that purpose, we review the conceptual framework of e-business and collected the data from 127 companies implementing e-business. The study is conducted in three phases as follows. First, six factors consisted of 22 items are derived through factor analysis. Second, Cluster analysis is employed to group the firms into different strategic patterns. A five-cluster solution is found to maximize the distances between cluster means across the six factor patterns. The models are named as 'ascendancy and convergence', 'expansion and moderate price', 'expansion and improvement of quality', 'ascendancy and process', and 'improvement of quality' respectively. Third, ANOVA is used to examine the impact on the performance differences attributable to the models. The results of the study are; (1) the 'ascendancy and process', 'expansion and improvement of quality' and 'expansion and moderate price' models were associated with significantly higher performance levels than the 'improvement of quality' model, and (2) the hybrid strategies are needed to implement e-business successfully based on the 'ascendancy and process' model.

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WTO 전자상거래의 논의동향과 대응방안 (Current Discussions on Electronic Commerce in the WTO and Korea's Response)

  • 이신규
    • 정보학연구
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    • 제5권3호
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    • pp.137-156
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    • 2002
  • 전자상거래에 관련된 국제적 논의는 OECD 등을 중심으로 이루어져 왔지만 최근에는 WTO의 역할이 부각되고 있으며, WTO에서 전자상거래의 논의는 주로 국제무역 관련 이슈들을 중심으로 이루어지고 있다. 하지만 여전히 전자상거래의 분류문제, 서비스의 분류, 관세부과, 공급모드, 지적재산권 문제 등 해결해야 될 문제들이 여전히 남아 있다. 이에 따라 우리도 전자상거래 관련 규정들을 마련하고 있으나 국제적으로 적용하기에는 한계가 있어 이를 발전시키고 활성화하기 위한 법제도 마련과 전략이 요구된다.

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