• Title/Summary/Keyword: resolution issue

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Application of Multi-Class AdaBoost Algorithm to Terrain Classification of Satellite Images

  • Nguyen, Ngoc-Hoa;Woo, Dong-Min
    • Journal of IKEEE
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    • v.18 no.4
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    • pp.536-543
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    • 2014
  • Terrain classification is still a challenging issue in image processing, especially with high resolution satellite images. The well-known obstacles include low accuracy in the detection of targets, especially for the case of man-made structures, such as buildings and roads. In this paper, we present an efficient approach to classify and detect building footprints, foliage, grass and road from high resolution grayscale satellite images. Our contribution is to build a strong classifier using AdaBoost based on a combination of co-occurrence and Haar-like features. We expect that the inclusion of Harr-like feature improves the classification performance of the man-made structures, since Haar-like feature is extracted from corner features and rectangle features. Also, the AdaBoost algorithm selects only critical features and generates an extremely efficient classifier. Experimental result indicates that the classification accuracy of AdaBoost classifier is much higher than that of the conventional classifier using back propagation algorithm. Also, the inclusion of Harr-like feature significantly improves the classification accuracy. The accuracy of the proposed method is 98.4% for the target detection and 92.8% for the classification on high resolution satellite images.

On XML Data Processing through Implementing A Deductive and Object-oriented Database Language (연역 객체 지향 데이터베이스 언어 구현을 통한 XML 데이터 처리에 관한 연구)

  • Kim, Seong-Gyu
    • The KIPS Transactions:PartD
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    • v.9D no.6
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    • pp.991-998
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    • 2002
  • With the advent of XML and database languages armed with the object-oriented concept and deductive logic, the problem of efficient query processing for them has become a major issue. We describe a way of processing semi-structured XML data through an implementation of a Deductive and Object-oriented Database (DOODB) language with the explanation of query processing. We have shown how to convert an XML data model to a DOODB data model. We have then presented an efficient query processing method based on Connection Graph Resolution. We also present a knowledge-based query processing method that uses the homomorphism of objects in the database and the associative rule of substitutions.

Domain name system for the efficient name service in mobile ad hoc networks (이동 애드혹 네트워크에서 효율적인 네임 서비스 제공을 위한 도메인 네임 시스템)

  • Ahn, Sang-Hyun;Lim, Yu-Jin;Kim, Sung-Rim
    • 전자공학회논문지 IE
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    • v.44 no.1
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    • pp.20-26
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    • 2007
  • Most researches on the mobile ad hoc network (MANET) have been focused on routing protocols, but for the real service provision DNS(Domain Name System) has to be supported first. Due to the inherent characteristics of the mobile ad hoc network, the DNS of the wired network is assumed to be not good for the MANET environment. The approach of distributed DNSs can easily adapt to the node mobility, but incurs the name conflict resolution overhead. On the other hand, the centralized approach performs the name resolution based on the unicast communication without causing the name conflict resolution overhead. The most important issue of the centralized approach is to provide the seamless name resolution service under server mobility. Therefore, in this paper, we propose a new centralized DNS, Manet DNS, which works efficiently on name allocation and management and solves the network merging and partitioning problem as well as providing the seamless name resolution service.

The Application of Chiral HPLC Columns for Enantiomer Separation of Chiral Drugs (Chiral Drugs의 광학분할을 위한 HPLC Column의 응용)

  • Lee, Won-Jae
    • YAKHAK HOEJI
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    • v.53 no.2
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    • pp.60-68
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    • 2009
  • In terms of chiral issue, two enantiomers of chiral drugs often differ significantly in their pharmacological, toxicological and pharmacokinetic profile. Chiral switches of racemic drugs have been redeveloped as single enantiomers. Several chiral resolution techniques in chirotechnology are introduced and the most used chiral HPLC chromatographic method among several chiral analysis techniques is described with its several advantages. Several types of chiral HPLC columns derived from their chiral selectors are discussed with their property and applications for enantiomer separation.

Efficient Methods for Cloth Animation and Collision Handling (효율적인 옷감 애니메이션 및 충돌 처리 기법)

  • 강영민
    • Proceedings of the IEEK Conference
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    • 2003.11b
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    • pp.125-128
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    • 2003
  • This paper proposes efficient cloth animation and collision handling methods. There have been various techniques for the generation of cloth behavior. However, the cloth animation is still a challenging subject in real-time environments. This paper presents an efficient animation method based on implicit integration. The proposed method can efficiently animate virtual cloth object with complex geometry. In addition, this paper also introduces an efficient collision handling method. The collision resolution is another important issue in cloth animation since deformable objects has special collision problem called self-collision. In this paper, the self-collision was successfully avoided in real - time environments.

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An assessment of sanctions on North Korea and the prospect (대북 제재 조치 평가 및 전망)

  • Cheon, Seong- Whu
    • Strategy21
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    • s.31
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    • pp.5-26
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    • 2013
  • The South Korean society has experienced many changes since the sinking of ROKS Cheonan. The government reviewed its defense posture and adopted the 5·24 Measure in its relations with North Korea. As a result, the people of South Korea became more conscious of security situations on the Korean peninsula while North Korea's economy suffered badly. Meanwhile, the South Korean government has taken a flexible stance toward North Korea in terms of exchange and cooperation since September 2011. The flexible stance was to manage inter-Korea relations in a stable manner and relieve the hardships of the North Korean people while preserving the spirits and purposes of the 5·24 Measure. The UN Security Council adopted twenty-six resolutions and statements on North Korea since June 25, 1950. They include thirteen U.N. Security Council resolutions including those concerning nuclear weapons or missile programs, nine Presidential statements, and four press statements. Resolution 82, the first U.N. resolution on North Korea, came when the Korean War broke out. Resolution 825, the first one related to nuclear or missile programs, was adopted in response to North Korea's withdrawal from the NPT. Apart from these U.N. resolutions, the United States has imposed separate sanctions against North Korea. North Korea's nuclear weapons program can be considered in comparison with that of Iran in terms of the consequences they create for the regional security. The Security Council has adopted six resolutions on Iran so far. One should note that the resolutions on Iran have had much stronger sanctions compared to those imposed on North Korea. That is, while the North Korea case may be viewed as a more serious threat to international security from the perspective of nuclear weapons development or proliferation, tougher sanctions have been placed on Iran. There are two approaches that South Korea should take in addressing the related issues. First, we should aim to reduce the gap between sanctions imposed on Iran and North Korea. It is difficult to understand that a country with more serious problems is rewarded with lighter sanctions. We should take measures through the Security Council Sanctions Committee to make individuals and groups in North Korea that play a central role in developing nuclear weapons and missiles subject to additional sanctions. Second, we have to change. Other countries in the international community have become tired of North Korea's nuclear issue and now they look to South Korea for initiative. We should correctly understand this current situation and play a leading role within our capacity. Knowingly and unknowingly, the notion that the North Korean nuclear issue may be left to South Korea has been spread around the international community. Although the situation is grave, we should try to open a new horizon in ushering in the unification era by taking the initiative with confidence that there is a looming hope ahead of us. For these tasks, we should stop thinking in the old way that has been ossified for the last two decades. We should not be pushed around by neighboring great powers in dealing with North Korea related issues anymore; we should take the initiative with resolution that we will play our role at the center of four great powers and with confidence that we can do it. Based on the confidence that the Republic of Korea has become a country with enough capacity to take the initiative, we should establish a 'National Grand Strategy' representing South Korea's strategic vision that the unification is the ultimate solution to the problems related to North Korea's nuclear weapons program.

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Mention Detection with Pointer Networks (포인터 네트워크를 이용한 멘션탐지)

  • Park, Cheoneum;Lee, Changki
    • Journal of KIISE
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    • v.44 no.8
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    • pp.774-781
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    • 2017
  • Mention detection systems use nouns or noun phrases as a head and construct a chunk of text that defines any meaning, including a modifier. The term "mention detection" relates to the extraction of mentions in a document. In the mentions, a coreference resolution pertains to finding out if various mentions have the same meaning to each other. A pointer network is a model based on a recurrent neural network (RNN) encoder-decoder, and outputs a list of elements that correspond to input sequence. In this paper, we propose the use of mention detection using pointer networks. Our proposed model can solve the problem of overlapped mention detection, an issue that could not be solved by sequence labeling when applying the pointer network to the mention detection. As a result of this experiment, performance of the proposed mention detection model showed an F1 of 80.07%, a 7.65%p higher than rule-based mention detection; a co-reference resolution performance using this mention detection model showed a CoNLL F1 of 52.67% (mention boundary), and a CoNLL F1 of 60.11% (head boundary) that is high, 7.68%p, or 1.5%p more than coreference resolution using rule-based mention detection.

An Evaluation on the Implementation of UNGA Resolutions in Management of Korean Deep-sea Fisheries in the High Seas (공해 저층어업 규제동향과 대응방안 분석)

  • Shin, Yong-Min
    • The Journal of Fisheries Business Administration
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    • v.42 no.1
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    • pp.1-18
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    • 2011
  • This paper analyze a description of Korean fleet using bottom gears on the high seas. The need for this study arises from international moves to address the effects of fishing with bottom gears on vulnerable marine ecosystems (VMEs) and in view of a communication on the Korean policy in respect of this. There is growing concern over the impact of fishing using gears that come into contact with the seabed (bottom gears), in particular in deep-sea areas where vulnerable marine ecosystems including seamounts, hydrothermal vents and cold water corals are located. Korea is an important stakeholder in high seas bottom gear fisheries. For the past eight years, the issue of protecting biodiversity in the deep-sea in areas beyond national jurisdiction has been extensively debated by the United Nations General Assembly (UNGA) and in other international fora. As a result of the report and a review by the UNGA of the effectiveness of the measures called for in resolution 59/25, the UN General Assembly called for a series of specific actions to be taken by States and RFMOs in UNGA resolutions 61/105 in 2006 and 64/72 in 2009 adopted by consensus. Korea attaches great importance to the protection of marine ecosystems and has made active efforts to implement the UNGA Resolution 61/105 in areas where there is a regional fisheries management organization, a process of establishing such organization or no such multilateral regime. For the effective implementation of the UNGA Resolution 61/105 and 64/72, Korea views that the development of support tools and, most importantly, the development of a global database on VMEs are urgently needed because many countries lack the ability to identify VMEs and to assess whether individual bottom fishing activities would have significant adverse impacts on their own.

Analysis on Awareness of Construction Labors about Resolution Step of the Delayed Wage Payment (임금체불 해소절차에 대한 건설근로자 인식 분석)

  • Yang, Gi Nam;Kim, Gwang-Hee
    • Journal of the Korea Institute of Building Construction
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    • v.16 no.6
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    • pp.553-560
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    • 2016
  • Wage is a very important issue not only for the workers' current living but also for the future laboring landscape. As of 2014, it is reported that about 290,000 workers suffer from delay in payment of wage. The construction industry is particularly labor-intensive, which implies that delay in payment of wage is a serious problem. Despite this fact, in terms of the delayed payment of wage most studies have been conducted on the improvement of a system to resolve delayed payment in exclusion of labor workers' awareness and thinking. Thus, the purpose of this study is to understand construction labor' awareness and analyze the effectiveness of the resolution step of the delayed payment of wage based on construction labors' awareness. In the research result, more than 30 percent of all construction labors and managers are never aware of the settlement procedure of the delayed payment, and it appears that the resolution step system needs to be greatly improved. In conclusion, it is expected that this study will be utilized as fundamental data for the settlement procedure of the delayed payment, and the influence of delayed payment on construction labors' safety behavior and productivity should be further studied in the future.

The Outcomes and Tasks of Act on Medical Dispute Mediation (의료분쟁조정법 시행에 따른 성과와 과제)

  • Hyun, Doo-Yoon
    • The Korean Society of Law and Medicine
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    • v.14 no.1
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    • pp.117-144
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    • 2013
  • After several bills for the reasonable medical dispute resolution had been proposed for over twenty years, "Act on Remedy for Damage from Medical Accident and Medical Dispute Mediation" was eventually enacted on April 7, 2011 and came into effect from April 8, 2012. This study evaluates the achievements and results of the past year, suggesting the future improvements or tasks. The main issue of Act on Medical Dispute Mediation is Korea Medical Dispute Mediation and Arbitration Agency. Therefore, the success of the Act depends on the outcomes of Korea Medical Dispute Mediation and Arbitration Agency. Although the Act has been enforced for only one year, this paper examines the outcomes of the Agency with limited materials for its development. Korea Medical Dispute Mediation and Arbitration Agency was established for rapid, fair, and effective medical dispute resolution. Thus, the evaluation of the performances of the Agency is based on the 1) rapidness, 2) fairness, and 3) effectiveness of the dispute resolution. To sum up, the system earned positive evaluations as for the rapidness and fairness, but some problems were indicated with regard to the effectiveness. As the system of medical dispute mediation and arbitration in Korea has no parallel in the world, other countries show many interests in it. The rapid and fair medical dispute resolution is of benefit in both patients and medical institutes and decreases social costs. As the Act had a difficult passage through Parliament, it should be maintained and improved continuously.

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