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    퍼지적분을 이용한 손동작 제스처 분류

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    https://www.riss.kr/link?id=A99678574

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    다국어 초록 (Multilingual Abstract) kakao i 다국어 번역

    Many technologies are being researched which enable Human-Computer Interaction(HCI) in more convenient way amid rapid advancement of computer capabilities. Beside the researches have been carried out vigorously in the field of gesture recognition which uses the advanced computer hardware and various sensors that have been developed to satisfy the desire of users for Human-Computer Interaction(HCI).
    In this paper, it is intended to present the coordinate information-based linear & directional recognition algorithm which involves the recognition of skin color based on the data fed from the camera alone without using special equipment and subsequent extraction of hand central point through the color space transformation(conversion) and binarization and the input of hand’s various movements depending on the change in the position of the central point. And it is proposed the recognition classification algorithm for linear movement hand gesture using fuzzy integral.
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    Many technologies are being researched which enable Human-Computer Interaction(HCI) in more convenient way amid rapid advancement of computer capabilities. Beside the researches have been carried out vigorously in the field of gesture recognition whic...

    Many technologies are being researched which enable Human-Computer Interaction(HCI) in more convenient way amid rapid advancement of computer capabilities. Beside the researches have been carried out vigorously in the field of gesture recognition which uses the advanced computer hardware and various sensors that have been developed to satisfy the desire of users for Human-Computer Interaction(HCI).
    In this paper, it is intended to present the coordinate information-based linear & directional recognition algorithm which involves the recognition of skin color based on the data fed from the camera alone without using special equipment and subsequent extraction of hand central point through the color space transformation(conversion) and binarization and the input of hand’s various movements depending on the change in the position of the central point. And it is proposed the recognition classification algorithm for linear movement hand gesture using fuzzy integral.

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    참고문헌 (Reference)

    1 장이채, "퍼지과학의 세계" 교우사 1997

    2 김태은, "제스처 인식과 응용에 관한 연구 동향" 2 (2): 28-35,

    3 손해서, "제 스처 인식을 이용한 아케이드 게임 개발 연 구" 13 (13): 330-333, 2010

    4 박재완, "손 제스처 인식을 위한 HCI 연구동향" 2007

    5 이인호, "모션캡쳐 기술의 현황과 응용 분야" 1999

    6 Sturman, David J., "Whole-hand Input" Massachusetts Institute of Technology 1991

    7 V. I. Pavlovic, "Visual Interpretation of Hand Gesture for Human-Computer Interpretation : A Review" 19 (19): 1997

    8 M. Sugeno, "Theory of Fuzzy Integrals and Its Applications" Tpkyo Institute of Technlolgy 1974

    9 Brand, Matthew, "Sensible Scenes: Visual Understanding of Complex Structures Through Causal Analysis" 49-56, 1993

    10 Birk, "Recognizing Gestures from the Hand Alphabet Using Principal Component Analysis" Aalborg University 1996

    1 장이채, "퍼지과학의 세계" 교우사 1997

    2 김태은, "제스처 인식과 응용에 관한 연구 동향" 2 (2): 28-35,

    3 손해서, "제 스처 인식을 이용한 아케이드 게임 개발 연 구" 13 (13): 330-333, 2010

    4 박재완, "손 제스처 인식을 위한 HCI 연구동향" 2007

    5 이인호, "모션캡쳐 기술의 현황과 응용 분야" 1999

    6 Sturman, David J., "Whole-hand Input" Massachusetts Institute of Technology 1991

    7 V. I. Pavlovic, "Visual Interpretation of Hand Gesture for Human-Computer Interpretation : A Review" 19 (19): 1997

    8 M. Sugeno, "Theory of Fuzzy Integrals and Its Applications" Tpkyo Institute of Technlolgy 1974

    9 Brand, Matthew, "Sensible Scenes: Visual Understanding of Complex Structures Through Causal Analysis" 49-56, 1993

    10 Birk, "Recognizing Gestures from the Hand Alphabet Using Principal Component Analysis" Aalborg University 1996

    11 Davis, Richard I. A., "Improved Estimation of Hidden Markov Model Parameters from Multiple Observation Sequences" 168-171, 2002

    12 Newby, Gregory B., "Gesture Recognition Using Statistical Similarity" 1993

    13 Nianjun Liu, "Gesture Classification Using Hidden Markov Models and Viterbi Path Counting"

    14 L. A. Zadeh, "Fuzzy sets" 8 : 338-353, 1965

    15 Brand, Matthew, "Explanation-Mediated Vision: Making Sense of the World with Causal Analysis" Northwestern University 1994

    16 Mehrotra, Kishan, "Elements of Artificial Neural Networks" The MIT Press 1997

    17 Brand, Matthew, "Causal Analysis for Visual Gesture Understanding" Mit Media Laboratory Perceptual Computing Section Technical 1995

    18 Russell, Stuart, "Artificial Intelligence: A Modern Approach" Prentice Hall 1995

    19 Krose, Ben J. A., "An Introduction to Neural Network" University of Amsterdam 1995

    20 Rabiner, L. R., "An Introduction to Hidden Markov Models" 4-16, 1986

    21 Martin, Jerome, "An Appearance-Based Approach to Gesture Recognition" 340-347, 1997

    22 Watson, Richard, "A Survey of Gesture Recognition Techniques" Department of Computer Science

    23 Thomas B. Moeslund, "A Brief Overview of Hand Gestures Used in Wearable Human Computer Interfaces" 2003

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    학술지 이력

    학술지 이력
    연월일 이력구분 이력상세 등재구분
    2022 평가 재인증평가 신청대상 (재인증)
    2019-01-01 등재 등재학술지 유지 (계속평가) KCI등재
    2016-01-01 등재 등재학술지 선정 (계속평가) KCI등재
    2015-01-01 등재 등재후보학술지 유지 (계속평가) KCI등재후보
    2013-01-01 등재 등재후보학술지 유지 (기타) KCI등재후보
    2012-01-01 등재 등재후보 1차 PASS (등재후보1차) KCI등재후보
    2010-01-01 등재 등재후보학술지 선정 (신규평가) KCI등재후보
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    학술지 인용정보

    학술지 인용정보
    기준연도 WOS-KCI 통합IF(2년) KCIF(2년) KCIF(3년)
    2016 0.79 0.79 0.72
    KCIF(4년) KCIF(5년) 중심성지수(3년) 즉시성지수
    0.7 0.67 0.781 0.27
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