• 제목/요약/키워드: Event Recognition

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Bayesian Network based Event Recognition in Multi-Camera Environment (멀티카메라 환경에서의 베이지안 네트워크 기반 이벤트 인식)

  • Lim, Soo-Jung;Min, Jun-Ki;Park, Han-Saem;Cho, Sung-Bae
    • Proceedings of the Korean Information Science Society Conference
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    • 2007.06c
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    • pp.248-251
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    • 2007
  • 기존의 멀티 카메라 시스템은 넓은 영역을 커버하거나 이동 중인 물체를 트래킹 하기 위한 목적으로 주로 사용되어 왔다. 하지만 이러한 시스템은 하나의 카메라가 커버하는 영상이 가려지면 정보를 잃게 되는 단점이 있다. 멀티 카메라 시스템은 하나의 영역을 여러 카메라가 커버하도록 하여 이런 단점을 극복할 수 있다. 또한 다양한 시점의 카메라에서 수집되는 영상의 경우, 영상에 따라 담고 있는 정보가 다르므로 여러 카메라의 입력 정보를 함께 활용하여 보다 많은 정보를 얻을 수도 있다. 본 논문은 이런 장점을 활용하여 멀티 카메라 환경에서의 이벤트 인식 문제를 다룬다. 이를 위해 사무실 환경에 8대의 카메라를 설치하였으며, 시나리오에 따라 영상을 수집하였다. 수집된 영상은 전문가에 의해 어노테이션 된 후 인식 모델의 학습에 사용되며, 학습된 베이지안 네트워크 모델의 구조와 파라미터를 도메인 지식에 기반해서 수정하여 최종 이벤트 인식 모델을 설계하였다. 실험 결과 제안하는 이벤트 인식 모델의 인식률은 평균 87.0%로 Naive Bayes보다 우수한 성능을 보임을 확인하였다.

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Natural language processing techniques for bioinformatics

  • Tsujii, Jun-ichi
    • Proceedings of the Korean Society for Bioinformatics Conference
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    • 2003.10a
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    • pp.3-3
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    • 2003
  • With biomedical literature expanding so rapidly, there is an urgent need to discover and organize knowledge extracted from texts. Although factual databases contain crucial information the overwhelming amount of new knowledge remains in textual form (e.g. MEDLINE). In addition, new terms are constantly coined as the relationships linking new genes, drugs, proteins etc. As the size of biomedical literature is expanding, more systems are applying a variety of methods to automate the process of knowledge acquisition and management. In my talk, I focus on the project, GENIA, of our group at the University of Tokyo, the objective of which is to construct an information extraction system of protein - protein interaction from abstracts of MEDLINE. The talk includes (1) Techniques we use fDr named entity recognition (1-a) SOHMM (Self-organized HMM) (1-b) Maximum Entropy Model (1-c) Lexicon-based Recognizer (2) Treatment of term variants and acronym finders (3) Event extraction using a full parser (4) Linguistic resources for text mining (GENIA corpus) (4-a) Semantic Tags (4-b) Structural Annotations (4-c) Co-reference tags (4-d) GENIA ontology I will also talk about possible extension of our work that links the findings of molecular biology with clinical findings, and claim that textual based or conceptual based biology would be a viable alternative to system biology that tends to emphasize the role of simulation models in bioinformatics.

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Comparision of Fashion Show Effectiveness Perception as a Tool of Sales Promotion between Consumers and Sponsors (프로모션 매체로서의 Fashion Show에 관한 소비자와 주최자의 인식비교)

  • Ku, Yang-Suk;Hur, Jin-Hee
    • The Korean Fashion and Textile Research Journal
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    • v.2 no.2
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    • pp.159-168
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    • 2000
  • The purpose of this study was to identify and to compare the fashion show effectiveness between consumers and sponsors. The data were analyzed by using frequency, factor analysis, cross-tab, t-test and Kruskal Wallis with utilizing SPSS for Windows. The results of this study were as follow: 1. There was a favorable attitude towards fashion show itself but negative attitude towards possibility of purchasing clothes through fashion show. 2. Possibility of purchasing clothes through fashion show was very rare. Only 7.3% of consumers showed the experience of purchasing clothes through the show. 3. There were significant differences in the perception of watching fashion show purpose between consumers and sponsors. Consumers considered fashion show as more entertaining factor but sponsors considered show as more informative and sales promotion factor. 4. There was different recognition about purpose of having fashion show between consumers and sponsors. Sponsors utilized fashion show for the sales promotion medium but consumers recognized the fashion show as publicity for the company. 5. Sponsors showed more favorable attitude towards fashion show than consumers group.

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Intelligent Video Event Detection System Used by Image Object Identification Technique (영상 객체인식기법을 활용한 지능형 영상검지 시스템)

  • Jung, Sang-Jin;Kim, Jeong-Jung;Lee, Dong-Yeong;Jo, Sung-Jea;Kim, Guk-Boh
    • Journal of Korea Multimedia Society
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    • v.13 no.2
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    • pp.171-178
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    • 2010
  • The surveillance system in general, has been sufficiently studied in the field of wireless semiconductor using basic sensors and its study of image surveillance system mainly using camera as a sensor has especially been fully implemented. In this paper, we propose 'Intelligent Image Detection System' used by image object identification technique based on the result analysis of various researches. This 'Intelligent Image Detection System' can easily trace and judge before and after a particular incident and ensure affirmative evidence and numerous relative information. Therefore, the 'Intelligent Image Detection System' proposed in this paper can be effectively used in the lived society such as traffic management, disaster alarm system and etc.

A Review of the Progress with Statistical Models of Passive Component Reliability

  • Lydell, Bengt O.Y.
    • Nuclear Engineering and Technology
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    • v.49 no.2
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    • pp.349-359
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    • 2017
  • During the past 25 years, in the context of probabilistic safety assessment, efforts have been directed towards establishment of comprehensive pipe failure event databases as a foundation for exploratory research to better understand how to effectively organize a piping reliability analysis task. The focused pipe failure database development efforts have progressed well with the development of piping reliability analysis frameworks that utilize the full body of service experience data, fracture mechanics analysis insights, expert elicitation results that are rolled into an integrated and risk-informed approach to the estimation of piping reliability parameters with full recognition of the embedded uncertainties. The discussion in this paper builds on a major collection of operating experience data (more than 11,000 pipe failure records) and the associated lessons learned from data analysis and data applications spanning three decades. The piping reliability analysis lessons learned have been obtained from the derivation of pipe leak and rupture frequencies for corrosion resistant piping in a raw water environment, loss-of-coolant-accident frequencies given degradation mitigation, high-energy pipe break analysis, moderate-energy pipe break analysis, and numerous plant-specific applications of a statistical piping reliability model framework. Conclusions are presented regarding the feasibility of determining and incorporating aging effects into probabilistic safety assessment models.

Influences of Suanbo Spa Festival Evaluation on Visitors' Recommend Intentions (수안보 온천축제의 평가가 추천의도에 미치는 영향)

  • Chung, Hyun-Young
    • The Journal of the Korea Contents Association
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    • v.7 no.12
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    • pp.191-198
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    • 2007
  • The main purpose of the study is to figure out visitors' intentions for the Suanbo Spa Festival after they participated the events, programs offered from the Suanbo Festival organization. The visitors were also asked to evaluate contents, images, and convenience facilities of the festival. The study found that only visitors over 60s of age positively evaluate the festival, therefore, products such as traditional tea-making, herb-massage will attract old aged group. The findings suggests that event image and convenient facilities have impact on tourists' responses and intentions to their neighbors. The result of the study also recommend traditional participations such as horseback-riding, GaMa-riding, Korean traditional archery shooting to be added to the participating program.

A Study of Art Marketing Using Korean Features (한국적 요소를 활용만 아트마케팅 현황 고찰)

  • Hong, Jung-Young;Park, Eun-Kyung
    • Journal of the Korean Society of Costume
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    • v.59 no.7
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    • pp.140-153
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    • 2009
  • In the 21st century called an age of culture and art beyond the information and technology, many companies are developing various art marketings. Cases of the art marketing especially utilizing Korean features among art marketings are being increased recently. It is creating new values as a characteristic based on the cultures value of Korea. This thesis examined cooperative product development focusing on collaborative trends between designers, artists and companies through research on product and art marketing using Korean features. Additionally, by studying features of culture promotional event including exhibition and contest sponsorship, advertisement and packaging and the meaning of futures art marketing were discussed. Though, to date, academic researches have not been thoroughgoing enough in this field, it is considered that cultural product commercializing cultural particularity can strengthen the national image with acknowledgement of the global value as the art marketing using Korean features can contribute to improve recognition and the national image. Based upon this study, the value of Korean features on which custom culture of Korea dwells will be able to give a help to the designer and artist for progressing collaboration with companies as well as the companies for introducing new cultural characteristic to marketing, in the future-proof point of view. Additionally, it will be able to help the government planning the policy for intensifying the national image as a reference.

Modulation of the Metal(loid) Specificity of Whole-Cell Bioreporters by Genetic Engineering of ZntR Metal-Binding Loops

  • Kim, Hyojin;Jang, Geupil;Kim, Bong-Gyu;Yoon, Youngdae
    • Journal of Microbiology and Biotechnology
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    • v.30 no.5
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    • pp.681-688
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    • 2020
  • Bacterial cell-based biosensors, or whole-cell bioreporters (WCBs), are an alternative tool for the quantification of hazardous materials. Most WCBs share similar working mechanisms. In brief, the recognition of a target by sensing domains induces a biological event, such as changes in protein conformation or gene expression, providing a basis for quantification. WCBs targeting heavy metal(loid)s employ metalloregulators as sensing domains and control the expression of genes in the presence of target metal(loid) ions, but the diversity of targets, specificity, and sensitivity of these WCBs are limited. In this study, we genetically engineered the metal-binding loop (MBL) of ZntR, which controls the znt-operon in Escherichia coli. In the MBL of ZntR, three Cys sites interact with metal ions. Based on the crystal structure of ZntR, MBL sequences were modified by site-directed mutagenesis. As a result, the metal-sensing properties of WCBs differed depending on amino acid sequences and the new selectivity to Cr or Pb was observed. Although there is room for improvement, our results support the use of currently available WCBs as a platform to generate new WCBs to target other environmental pollutants including metal(loid)s.

An e-Business Architecture Framework using Information Technology Architecture (ITA 기반의 전자상거래 아키텍처 프레임워크)

  • Kim, Duk-Hyun
    • Information Systems Review
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    • v.4 no.2
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    • pp.41-58
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    • 2002
  • This paper is to show the meaningfulness of applying Information Technology Architecture (ITA) to the modeling of a nation-wide e-Business architecture framework. After reviewing various architecture frameworks we suggested a unique architecture framework called VMT (Views, Models, and Time-frames). VMT represents five views of e-Business stakeholders; six models of data, function, network, agent, event, and rule; and three timeframes of short-term, mid-term, and long-term. VMT is an extension and unification of popular frameworks including Zachman's framework that has international recognition and use, C4ISR architecture framework of US DoD's, and Federal Enterprise Architecture Framework (FEAF) of the US Federal Government's.

Study on Recognition of Dream in Oriental and Western Medicine (꿈에 대한 동서의학적 인식)

  • Kang, Dong-Yun;Kim, Byung-Soo;Kang, Jung-Soo
    • Journal of Physiology & Pathology in Korean Medicine
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    • v.19 no.4
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    • pp.878-883
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    • 2005
  • The dream is a well-known experience in the routine life. It is the image and thought being occurred during the sleep, and the complex reaction of our mental world to the event of everyday. In particular, there are so many opinions of the reason why people have a dream and this thesis is telling about the physical and pathological changes in the human as one of that various opinions. The aspects of this thesis are often founded in the diverse texts of oriental Medicine, including the Internal Classics(내경), and there were some cases that regarded the dream as diagnostic object and put to clinical uses. These attempts were not only tried out by particular orient thoght, also the ancient Greeks thought that the dream would represent important informations about the health. But, these ideas have been treated lightly by the impacts of the western medicine since the modern age. Straightforwardly, before the psycho-analytics was not development, most of the doctors and scientists regarded the dream as things like dregs of mind. The central operating bodies of the dream are the Spirit(신) and Hon and Beak(혼백), and the Spirit(신) is more essential part between the two.