• 제목/요약/키워드: Object Classification

검색결과 859건 처리시간 0.025초

Haar-like 특징과 템플릿을 이용한 귀 검출 (Ear Detection using Haar-like Feature and Template)

  • 한상일;차형태
    • 방송공학회논문지
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    • 제13권6호
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    • pp.875-882
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    • 2008
  • 영상으로부터 사람의 귀를 검출하는 것은 생체 인식 분야에 있어서 매우 중요한 분야이다. 따라서 본 논문에서는 측면 얼굴 영상으로부터 귀를 검출하는 알고리즘을 제안한다. 제안하는 알고리즘은 먼저 피부색을 이용하여 얼굴 영역을 검출하고 검출된 얼굴 영역으로부터 Haar-like 특징을 이용하여 귀를 검출한다. 그리고 검출된 귀를 검증하기 위해 표준 템플릿을 이용하여 검출된 귀를 검증한다. 실험 결과 본 논문에서 제안된 방법은 기존의 연구에 비해 60%의 처리 속도 향상과 92%의 검출 성공률을 보였다.

Construction of Retrieval-Based Medical Database

  • Shin Yong-Won;Koo Bong-Oh;Park Byung-Rae
    • 대한의생명과학회지
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    • 제10권4호
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    • pp.485-493
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    • 2004
  • In the current field of Medical Informatics, the information increases, and changes fast, so we can access the various data types which are ranged from text to image type. A small number of technician digitizes these data to establish database, but it is needed a lot of money and time. Therefore digitization by many end-users confronting data and establishment of searching database is needed to manage increasing information effectively. New data and information are taken fast to provide the quality of care, diagnosis which is the basic work in the medicine. And also It is needed the medical database for purpose of private study and novice education, which is tool to make various data become knowledge. However, current medical database is used and developed only for the purpose of hospital work management. In this study, using text input, file import and object images are digitized to establish database by people who are worked at the medicine field but can not expertise to program. Data are hierarchically constructed and then knowledge is established using a tree type database establishment method. Consequently, we can get data fast and exactly through search, apply it to study as subject-oriented classification, apply it to diagnosis as time-depended reflection of data, and apply it to education and precaution through function of publishing questions and reusability of data.

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정서재활 바이오피드백을 위한 얼굴 영상 기반 정서인식 연구 (Study of Emotion Recognition based on Facial Image for Emotional Rehabilitation Biofeedback)

  • 고광은;심귀보
    • 제어로봇시스템학회논문지
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    • 제16권10호
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    • pp.957-962
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    • 2010
  • If we want to recognize the human's emotion via the facial image, first of all, we need to extract the emotional features from the facial image by using a feature extraction algorithm. And we need to classify the emotional status by using pattern classification method. The AAM (Active Appearance Model) is a well-known method that can represent a non-rigid object, such as face, facial expression. The Bayesian Network is a probability based classifier that can represent the probabilistic relationships between a set of facial features. In this paper, our approach to facial feature extraction lies in the proposed feature extraction method based on combining AAM with FACS (Facial Action Coding System) for automatically modeling and extracting the facial emotional features. To recognize the facial emotion, we use the DBNs (Dynamic Bayesian Networks) for modeling and understanding the temporal phases of facial expressions in image sequences. The result of emotion recognition can be used to rehabilitate based on biofeedback for emotional disabled.

동영상의 필드불일치 보정 및 움직임열화 제거 시스템 개발 (Field Mismatch Compensation and Motion Blur Reduction System for Moving Images)

  • 정유찬;백준기
    • 전자공학회논문지S
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    • 제36S권2호
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    • pp.81-87
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    • 1999
  • 비월주사방식의 TV 방송은 전송대역폭을 효율적으로 사용할 수 있기 때문에 현재 방송표준에서 사용하고 있으며, MPEG-2와 같은 압축표준에서도 이를 지원하도록 되어있다. 본 논문에서는 이러한 비월주사방식을 사용하는 동영상의 화질개선을 위한 후처리기법으로 필드불일치 보정기법과 움직임열화를 제거하는 기법을 제안한다. 필드불일치 보정기법은 에지 분류를 기반으로하는 선형보간기법과 움직임을 추정하여 이를 보상하는 방법에 대해 설명한다. 선형보간을 위한 에지의 분류는 압축표준에서 가장 널리 사용되는 DCT의 계수를 이용함으로써 추가적인 계산과정 없이 단순히 계수의 비교만으로 이루어진다. 또한 움직임을 추정하여 이를 보상하는 방법은 움직임을 기반으로 하는 영상분할 기법을 적용하여 두 필드이 정보를 모두 이용하게 되므로 정보의 이용이라는 측면에서 매우 효율적이다. 동영상의 화질개선을 위한 움직임열화 제거기법은 제안되는 열화모델을 기반으로 공간적응적인 반복적 영상복원기법을 이용하여 화질개선 효과를 얻을 수 있다.

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Motion Estimation-based Human Fall Detection for Visual Surveillance

  • Kim, Heegwang;Park, Jinho;Park, Hasil;Paik, Joonki
    • IEIE Transactions on Smart Processing and Computing
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    • 제5권5호
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    • pp.327-330
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    • 2016
  • Currently, the world's elderly population continues to grow at a dramatic rate. As the number of senior citizens increases, detection of someone falling has attracted increasing attention for visual surveillance systems. This paper presents a novel fall-detection algorithm using motion estimation and an integrated spatiotemporal energy map of the object region. The proposed method first extracts a human region using a background subtraction method. Next, we applied an optical flow algorithm to estimate motion vectors, and an energy map is generated by accumulating the detected human region for a certain period of time. We can then detect a fall using k-nearest neighbor (kNN) classification with the previously estimated motion information and energy map. The experimental results show that the proposed algorithm can effectively detect someone falling in any direction, including at an angle parallel to the camera's optical axis.

중계 영상을 활용한 야구 경기 분석 방법 (Baseball Game Analysis Method Using Broadcast Video)

  • 손종웅;이명진
    • 방송공학회논문지
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    • 제25권4호
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    • pp.576-586
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    • 2020
  • 레이더나 라이더 센서를 활용한 야구 경기 분석은 많은 비용이 요구된다. 본 논문에서는 중계 비디오에서 피치 샷과 타구 샷을 검출하고, 카메라의 움직임 기반 타구 궤적 생성 알고리즘을 제안한다. 제안하는 알고리즘은 객체 검출과 옵티컬 플로우 기반 피치 샷과 타구 샷 검출 이후, 프레임 간 변환 관계를 통해 프레임 내 타구 위치와 타구 궤적을 계산한다. 제안 방법은 KBO 중계 영상 시퀀스 3개에 대해 성능을 평가하였고 피치 샷과 타구 샷 검출 정확도와 검출률은 89-95[%] 이내의 성능을 보였으며, 평균 타구 위치 거리차이는 13.6[m], 방향 차이 7.5°, 파울 분류 정확도 98.6%의 성능을 보였다.

효과적인 다봉 배경 모델링 및 물체 검출 (Efficient Multimodal Background Modeling and Motion Defection)

  • 박대용;변혜란
    • 한국정보과학회논문지:컴퓨팅의 실제 및 레터
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    • 제15권6호
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    • pp.459-463
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    • 2009
  • 배경 모델링 및 물체 검출 기술은 실시간 비디오 처리 기술에서 중요한 부분을 차지하고 있다. 그동안 많은 연구들이 진행되었지만 안정적인 성능을 위해서는 아직도 상당한 계산량을 요구한다. 이 때문에 고해상도 영상 처리나 객체 추적, 행동 분석 및 대상 인식 등의 알고리즘과 함께 사용되는 경우, 실시간 처리에 어려움이 있다. 본 논문에서는 가장 일반적으로 쓰이는 배경 모델링 기법 중의 하나인 혼합정규모델(mixtures of Gaussian)을 근사화한 효과적인 다봉(multimodal) 배경 모델링 및 물체 검출 방법을 제안한다. 근사화의 타당성과 각 과정들을 유도 및 검증하였고, 실험을 통해 제안하는 알고리즘이 기존 방법의 안정성과 유연성을 유지하면서 3배 이상의 처리 속도를 나타냄을 보였다.

TOLERANT FUZZY PATTERN MATCHING : AN INTRODUCTION

  • DUBOIS, DIDIER;PRADE, HENRI
    • 한국지능시스템학회논문지
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    • 제3권2호
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    • pp.3-17
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    • 1993
  • The fuzzy pattern matching technique has been developed in the framework of fuzzy set and possibility theory in order to take into account the imprecision and the uncertainty pervading values which have to be compared to requirements (which may be fuzzy) in a pattern matching process. This paper restates the basic principles and extends them to situations where (sub)patterns are only required to be satisfied up to a given tolerance (which may be fuzzy), or where the different subparts of a compound pattern may have various levels of importance. Both cases correspond to a weakening of elementary patterns. which can be expressed by a fuzzy relations modelling an approximate equality or an uncertain strict equality respectively. We also study the more sophisticated case where some elementary patterns have not to be satisfied with the highest priority provided that weaker requirements remain satisfied. The fuzzy pattern matching technique applies in a variety of problems including the evaluation of soft queries with respect to a fuzzy database, the evaluation of the fuzzy condition parts of rules in approximate reasoning, or the evaluation of the belonging of an ill-known object to a flexible class in classification problems.

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현대복식에 응용된 초현실주의적 표현방법 고찰(I) -1989~1994년 복식을 중심으로- (A Study of the Method of Expression of Surrealism in the Modern Costume (1))

  • 곽미영;정흥숙
    • 한국의류학회지
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    • 제19권2호
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    • pp.380-392
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    • 1995
  • The purpose of this study was to investigate a comparison between method of depaysement of Surrealism and modern costume. Surrealism was based on Freud's theory of uncon\ulcornersciousness and Hegelian dialectic. I found that its method of expression and inspiration have a continuous influence on a field of fashion through preceding study. Surrealism stimulated Elsa Schiaparelli (1890-1973) to make creative and innovative costume which created a sensatio.i1 the world of fashion in 1930. And it have been influence on modern fashion. From this point of view, I examined surrealistic painter of Rene Magritte (1898-1967) to use shocking method of depaysement through literature and photographes. And I made researches on Paris London collcetions from 1989 to 1994 in the cause of analysis a comparison with depaysement in painting of R. Magritte. As the result of analysising main works of R.Magritte according classification of Suzi Gabric (an art critic), he was expressive of usual object in various of depaysement. I also proved that modern fashion which was new shocking, innovative and avant-garde presented unconsciousness through these expression of depaysement with common subject. In consequence, the method of expression of surrealism have been a durable influence on modern costume.

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의례복식의 상징작용에 관한 연구방법론과 그 적용 (Research Methodology on the Symbolism of Ritual Dress and Its Applications)

  • 이은주
    • 한국의류학회지
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    • 제19권2호
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    • pp.203-215
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    • 1995
  • The funning process in the symbolism of dress can be approached by the semiotics of C. S. Pierce. According to Pearce\ulcorners theory, symbiosis consists of sign, its object, and interpret ant. Especially Pierce classifies the sign into three categories; icon, index, and symbol. The icon is based on the similarity in properties and forms, and the index is based on the actual connection with their objects, while the symbol is based on the association of interpret ant. This classification method can be considered as a theoretical base for symbol of ritual dress. On the other hand, it was discussed the analyzing method of the concept of dress same (symbolic element) by introducing the isolate concept of structuralism for explaining how the symbol reveals itself. So it is discussed the several concepts of structuralism; the concept of relation syntagmatique and relation paradigmatique, the relation binaries, and the units. It would be also necessary to consider dimension of context in addition to dimension of dress itself for the dimension of total symbolic elements of ritual dress. It is proposed that the above developed dress symbol elements should be used for under\ulcornerstanding the society or culture that includes the elements by introducing the symbolic anthropology such as V. Turner's three dimensions of symbol.

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