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동영상내의 물체 추적에 관한 연구 (A Study on Tracking of Object in Image Sequence)

  • 최호진;박승규
    • 한국정보처리학회:학술대회논문집
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    • 한국정보처리학회 2006년도 춘계학술발표대회
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    • pp.665-668
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    • 2006
  • 이동 물체 검출 및 추적은 과중한 연산량에 의해 초당 처리할 수 있는 프레임의 수가 적게 되거나 정합 과정이 단순하여 추적을 실패하는 문제점들이 있다. 본 논문에서는 동영상내에서 이동 물체를 검출하고 추적하는 새로운 접근 방법을 제안한다. 입력된 영상으로부터 배경과 물체를 분리하기 위해 background subtraction을 이용하였고, 분리된 물체들은 이진 연결 요소 분석을 통하여 세그먼트 된다. 그리고 물체의 추적을 위하여 Kalman filter를 사용하였다. 본 논문의 실험에서는 야외에서 촬영한 비디오 시퀀스를 이용하였으며, 물체 검출 및 추적이 조명 변화, 그림자에도 잘 적응함을 증명하였다.

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객체 분할과 HAQ 알고리즘을 이용한 내용 기반 영상 검색 특징 추출 (Feature Extraction Of Content-based image retrieval Using object Segmentation and HAQ algorithm)

  • 김대일;홍종선;장혜경;김영호;강대성
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 2003년도 신호처리소사이어티 추계학술대회 논문집
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    • pp.453-456
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    • 2003
  • Compared with other features of the image, color features are less sensitive to noise and background complication. Besides, this adding to object segmentation has more accuracy of image retrieval. This paper presents object segmentation and HAQ(Histogram Analysis and Quantization) algorithm approach to extract features(the object information and the characteristic colors) of an image. The empirical results shows that this method presents exactly spatial and color information of an image as image retrieval's feature.

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Cross Mask와 에지 정보를 사용한 동영상 분할 (Dynamic Scene Segmentation Algorithm Using a Cross Mask and Edge Information)

  • 강정숙;박래홍;이상욱
    • 대한전자공학회논문지
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    • 제26권8호
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    • pp.1247-1256
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    • 1989
  • In this paper, we propose the dynamic scene segmentation algorithm using a cross mask and edge information. This method, a combination of the conventioanl feature-based and pixel-based approaches, uses edges as features and determines moving pixels, with a cross mask centered on each edge pixel, by computing similarity measure between two consecutive image frames. With simple calcualtion the proposed method works well for image consisting of complex background or several moving objects. Also this method works satisfactorily in case of rotaitional motion.

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An Improved Voice Activity Detection Algorithm Employing Speech Enhancement Preprocessing

  • Lee, Yoon-Chang;Ahn, Sang-Sik
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 2000년도 ITC-CSCC -2
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    • pp.865-868
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    • 2000
  • In this paper we derive a new VAD algorithm, which combines the preprocessing algorithm and the optimum decision rule. To improve the performance of the VAD algorithm we employ the speech enhancement algorithm and then apply the maximal ratio combining technique in the preprocessing procedure, which leads to maximized output SNR. Moreover, we also perform extensive computer simulations to demonstrate the performance improvement of the proposed algorithm under various background noise environments.

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디지털 전환(DX) 시대에 기업의 정보보안 투자 수준에 따른 운영성과에 관한 연구 (A Study on the Operational Performance by the Investment Level of Companies Information Security in the Digital Transformation(DX) Era)

  • 정병호;주형근
    • 디지털산업정보학회논문지
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    • 제20권1호
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    • pp.119-131
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    • 2024
  • The purpose of this study is to examine the operational performances by the investment level of information security in companies. The theoretical background summarized the meaning of information security, management information security, and network security. The research process was carried out in four stages. As a result of the analysis, the level of information security was classified into four groups, and the difference in operational performance was confirmed. According to the categorical regression analysis of the three dependent variables, independent variables such as network threats, non-network threats, executive information security awareness, industry, organizational size, and information security education all affected information security regulations, in-house information security checks, and information security budget investments. The theoretical implications of this study have contributed to updating the latest information security theory. Practical implications are that rational investments should be made on the level of information security of companies.

디지털 디스플레이에서의 동적 문자정보 제시 방법 (Dynamic Textual Information Presenting Methods on Digital Displays)

  • 이경희;정홍인
    • 디자인학연구
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    • 제18권4호
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    • pp.45-52
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    • 2005
  • 인간과 컴퓨터 사이의 상호자웅(Human-Computer Interaction)에 있어 핵심적인 인터페이스 역할을 하고 있는 디스플레이는 미디어의 발전과 함께 보다 선명하고 생생한 화질을 전달하기 위해 계속해서 발전해 왔으며, 최근에는 중형크기 이상의 디스플레이로 LCD(Liquid Crystal Display)와 PDP(Plasma Display Panel)가 가장 보편적으로 사용되고 있다. 기술의 발달로 인해 디스플레이는 점차 대형화 슬림화 되어 마트, 역, 영화관 등과 같이 유동인구가 많은 공간에 설치되어 인쇄매체나 전광판보다 다양한 정보를 전달하고 있는데 디지털 디스플레이는 주로 멀티미디어 컨텐츠를 전달하며 문자정보는 대부분 제한된 공간에서 동적으로 제공되고 있다. Leading은 멀티미디어 컨텐츠를 배경으로 동적 문자정보를 전달하기 위해 가장 많이 사용되는 방법이며 실시간 정보를 나타내기 위해 주로 사용되고 있다. 본 연구에서는 최적의 trading 방법을 알아보기 저해 디스플레이 종류, 화면 관찰 상황, 문자색과 배경색, 문자 제시 속도의 변화에 따라 사용자가 평가하는 읽힘성, 이해도, 만족도를 살펴보았다. 디스플레이 종류에 있어서 모든 평가항목에서 LCD가 PDP 보다 효율적인 것으로 나타났으면 색상에 있어서는 횐색-검정색의 색상 조합이 다른 색상 조합보다 우수하게 평가되었다. 문자 제시 속도에 있어서는 문자정보만을 제공했을 때는 보통속도와 비교적 빠른 속도에서 좋은 결과를 보였으나 동영상과 문자가 동시에 제시되었을 때는 느린 속도가 효과적인 것으로 나타났다.

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우리나라 기업의 지식경영 성공전략에 관한 실증적 연구 (An Empirical Study on Local Businesses Strategies of Success in Knowledge Management)

  • 권혁기
    • 경영과정보연구
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    • 제15권
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    • pp.19-35
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    • 2004
  • Top management's will was considered most positive by all of the surveyed local businesses, followed by organizational culture, information technology, evaluation and reward, and organizational structure in order. When influences of educational background on factors of success in knowledge management were analyzed, it was found that such background was affecting organizational structure at the significance level of 0.01 and information technology and top management's will at that of 0.05. Those who were more educated responded that success in knowledge management were dependent more on top management's will. but less on organizational structure. Concerning effects of organizational position on factors of success in knowledge management, it was found that such position was influencing top management's will at the significance level of 0.01 and organizational structure at that of 0.05. Those who were higher in organizational position responded that success in knowledge management were dependent less on top management's will, but more on organizational culture, and evaluation and reward. It as generally agreed among the surveyed businesses that knowledge management is a key strategy for business survival in the 21st century. To utilize knowledge management as their strategy, Korea's businesses should change their recognition of such management, reform their organizational culture, have CEOs of strong conviction and will and firmly establish their own information technology. It is necessary to make recognized the importance of knowledge management and culture knowledge management culture. If a person has a strong conviction or will of achieving goals by using intellectual efforts, creative imagination and necessary information, such information can be regarded as a proper knowledge. In conclusion, knowledge enterprises should strengthen their ability of knowledge use by associating their competition strategies with knowledge management. They also need to positively invest in the capture and new development of knowledge and build up infrastructures for knowledge management.

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An Improved ViBe Algorithm of Moving Target Extraction for Night Infrared Surveillance Video

  • Feng, Zhiqiang;Wang, Xiaogang;Yang, Zhongfan;Guo, Shaojie;Xiong, Xingzhong
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제15권12호
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    • pp.4292-4307
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    • 2021
  • For the research field of night infrared surveillance video, the target imaging in the video is easily affected by the light due to the characteristics of the active infrared camera and the classical ViBe algorithm has some problems for moving target extraction because of background misjudgment, noise interference, ghost shadow and so on. Therefore, an improved ViBe algorithm (I-ViBe) for moving target extraction in night infrared surveillance video is proposed in this paper. Firstly, the video frames are sampled and judged by the degree of light influence, and the video frame is divided into three situations: no light change, small light change, and severe light change. Secondly, the ViBe algorithm is extracted the moving target when there is no light change. The segmentation factor of the ViBe algorithm is adaptively changed to reduce the impact of the light on the ViBe algorithm when the light change is small. The moving target is extracted using the region growing algorithm improved by the image entropy in the differential image of the current frame and the background model when the illumination changes drastically. Based on the results of the simulation, the I-ViBe algorithm proposed has better robustness to the influence of illumination. When extracting moving targets at night the I-ViBe algorithm can make target extraction more accurate and provide more effective data for further night behavior recognition and target tracking.

비마커 증강현실을 위한 색상 및 깊이 정보를 융합한 Mean-Shift 추적 기반 손 자세의 추정 (The Estimation of Hand Pose Based on Mean-Shift Tracking Using the Fusion of Color and Depth Information for Marker-less Augmented Reality)

  • 이선형;한헌수;한영준
    • 한국컴퓨터정보학회논문지
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    • 제17권7호
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    • pp.155-166
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    • 2012
  • 본 논문은 비마커 증강현실(Marker-less Augmented Reality)을 위한 색상 및 깊이 정보를 융합한 Mean-Shift 추적 알고리즘 기반 손 자세의 추정 기법을 제안한다. 기존 비마커 증강현실의 연구는 손을 검출하기 위해 단순한 실험 배경에서 피부색상 기반으로 손 영역을 검출한다. 그리고 손가락의 특징점을 검출하여 손의 자세를 추정하므로 카메라에서 검출할 수 있는 손 자세에 많은 제약이 따른다. 하지만, 본 논문은 3D 센서의 색상 및 깊이 정보를 융합한 Mean-Shift 추적 기법을 사용함으로써 복잡한 배경에서 손을 검출할 수 있으며 손 자세를 크게 제약하지 않고 손 영역의 중심점과 임의의 2점의 깊이 값만으로 정확한 손 자세를 추정한다. 제안하는 Mean Shift 추적 기법은 피부 색상정보만 사용하는 방법보다 약 50픽셀 이하의 거리 오차를 보였다. 그리고 증강실험에서 제안하는 손 자세 추정 방법은 복잡한 실험환경에서도 마커 기반 방법과 유사한 성능의 실험결과를 보였다.

도서관경영에 있어서 의사결정시스템에 관한 연구 (A study on decision making system in library management with an analysis on the case study of university library in Seoul)

  • 이우범
    • 한국문헌정보학회지
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    • 제20권
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    • pp.163-222
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    • 1991
  • This dissertation are studying the conceptual structure of decision making situation in libraries, by analyzing the library function, decision makings of library and then seeking economic and efficient alternative decision making by programming the· decision making situations, and finally, introducing how to apply management information system or decision making support system. For this purpose, in order to analyzing necessary factors for the decision making system, the questionnaire used Lickert method were distributed to 400 librarians of 36 universities in Seoul by means of mail. 193 librarians, $48\%$ of the questionnaire, are returned are studied by using 'SYSTAT' statistical software to figure out the factors of the decision making system. This dissertation was put six hypotheses and tested with the returned questionnaire. The following five result can be asserted. First, to the higher degree of the librarians' participation in the important library decision makings, the quality of formal library services are improved regardless of seniority of the work. Secondly, the t-test results show that all of t-test scores of seniority of the work, educational background, and responsibilities of the work are exceeding significant level and perception of decision making was proved to be different depending on seniority of the work, educational background, and responsibilities of the work in libraries. Thirdly, as the results of factor af factor analysis, the encouragement on participation in the library academic activities, the extent to get useful information about performances of library and the improvements of library works were grouped by similar posibilities of distribution and therfore the academic activities, the collection of information and the improvement of library performances is proved to be interrelational each other. Fourthly, the fifth hypothesis of the close relationship between the decision making situation and types of advisor by it was more or less interrelational, but their relationship was not seen some significancies. Lastly, as the dynamic organization of library management forming a special commitee or a project team with librarian can improve the extent and quality of the librarian's participation in the decision making of library works, and thus library will become to performance more rational and effective library management.

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