• Title/Summary/Keyword: resolution issue

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Face Super-Resolution using Adversarial Distillation of Multi-Scale Facial Region Dictionary (다중 스케일 얼굴 영역 딕셔너리의 적대적 증류를 이용한 얼굴 초해상화)

  • Jo, Byungho;Park, In Kyu;Hong, Sungeun
    • Journal of Broadcast Engineering
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    • v.26 no.5
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    • pp.608-620
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    • 2021
  • Recent deep learning-based face super-resolution (FSR) works showed significant performances by utilizing facial prior knowledge such as facial landmark and dictionary that reflects structural or semantic characteristics of the human face. However, most of these methods require additional processing time and memory. To solve this issue, this paper propose an efficient FSR models using knowledge distillation techniques. The intermediate features of teacher network which contains dictionary information based on major face regions are transferred to the student through adversarial multi-scale features distillation. Experimental results show that the proposed model is superior to other SR methods, and its effectiveness compare to teacher model.

Judicial Review on Pre-arbitration Agreement in Terms to Resolve Franchise Dispute (프랜차이즈 분쟁계약상 사전중재합의에 관한 법리적 검토)

  • Sung, Joon-Ho
    • Journal of Arbitration Studies
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    • v.29 no.1
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    • pp.3-29
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    • 2019
  • A franchise business is a business in which the owners, or "franchisors," sell the rights to their business logo, name, and model to third party retail outlets, owned by independent, third party operators, called "franchisees." There are a number of features in franchising or terms in franchise agreements that may lead to disputes between franchisors and franchisees. These disputes may arise because of underlying risks in the franchise relationship, franchise agreement, or conduct of the parties. In this case, ADR is an effective way to resolve disputes in a quicker and often less costly way than having to go to court. If an agreement cannot be reached through mediation, then arbitration becomes the next step to resolving the differences. Whereas mediation is non-binding and focused on facilitating the parties to find a resolution that is acceptable to both, arbitration is binding and may result in a decision that is not acceptable to one of the parties. These situations can be resolved through experienced arbitration as arbitration allows franchisees to settle matters promptly and outside of the public eye. In addition, franchise dispute arbitration is usually less costly than going to traditional court. Considering all of these, reaching an agreement will also have typical clauses that address the issue of dispute resolution. It is again a more efficient process than going through the legal process and courts and is often less costly. By going through arbitration, the parties agree to give up their rights to pursue the dispute in the courts. However, there is a problem that the arbitration prior to the agreement and under the terms would be contrary to the restriction of jurisdiction under the "ACT ON THE REGULATION OF TERMS AND CONDITIONS" in Korea.

Effect of a Hydrologic Similarity Unit and Storm Sewer Resolution on the SWMM Model Performance (수문학적 유사단위와 우수관망의 공간정밀도가 SWMM모형 성과에 미치는 영향)

  • Ha, Sung-Ryong;Lee, Kang-Won
    • Journal of the Korean Association of Geographic Information Studies
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    • v.9 no.2
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    • pp.79-90
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    • 2006
  • The partitioning level of a catchment becomes an issue if the calculated results from different levels show the same performance regardless of the levels. This study aims to identify the proper processing level of spatial resolution for the SWMM model application in an urban area. Using GIS overlaying technique, the division of subcatchments as a hydrologic similarity unit (HSU) is achieved with a comprehensive consideration of surface slope conditions, flow directions of storm sewers, and current land cover situation. Three surface-sewer alternatives are made on the basis of three different levels of surface divisions as well as the number of sewer connections and used as runoff simulation fields for the application of SWMM. As the result, it is found that the effect of a spatial resolution on the surface runoff results is not significant. On the other hand, the accumulated pollution load from an unit subcatchment, which is built by aggregation of several unit subcatchments consisting of various land cover conditions is reduced through the deterioration of surface spatial resolution. Although overall runoff pattern and accumulated runoff are little affected by spatial resolution, the simulated runoff from sewer outlet shows slight difference at the peak appearance time. The gap between surface pollution load accumulated and it discharged from the sewer outlet in a surface-sewer alternative during runoff period is monitored but the level of error is less than 5-10% except the lowest spatial resolution case.

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A Duplicate Address Resolution Protocol in Mobile Ad Hoc Networks

  • Lin Chunhung Richard;Wang Guo-Yuan Mikko
    • Journal of Communications and Networks
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    • v.7 no.4
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    • pp.525-536
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    • 2005
  • In an IP-based network, automated dynamic assignment of IP addresses is preferable. In most wired networks, a node relies on a centralized server by using dynamic host configuration protocol (DHCP) to obtain a dynamic IP address. However, the DHCP­based approach cannot be employed in a mobile ad hoc network (MANET) due to the uncertainty of any centralized DHCP server. That is, a MANET may become partitioned due to host mobility. Therefore, there is no guarantee to access a DHCP server. A general approach to address this issue is to allow a mobile host to pick a tentative address randomly, and then use duplicate address resolution (DAR) protocol to resolve any duplicate addresses. In this paper, an innovative distributed dynamic host configuration protocol designed to configure nodes in MANET is presented. The proposed protocol not only can detect the duplicate address, but also can resolve the problem caused by duplicate address. It shows that the proposed protocol works correctly and is more universal than earlier approaches. An enhanced version of DAR scheme is also proposed in this paper to solve the situation of duplicate MAC address. The new and innovative approach proposed in this paper can make the nodes in MANET provide services to other networks and avoid packets from being delivered to incorrect destinations.

Wiener Filter Based Denoising Algorithm for Demosaicking (디모자이킹을 위한 Wiener Filter 기반의 디노이징 알고리듬)

  • Lee, Rok-Kyu;Jeong, Je-Chang
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.36 no.5C
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    • pp.286-294
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    • 2011
  • In most digital cameras, images are obtained by a sensor overlaid by the color filter array (CFA) such as Bayer, demanding a demosaicking procedure to rebuild the full resolution color images. However, due to the nature of sensor, it is necessary to consider denoising step to remove the noise. In this paper, we analyze demosaicking and denoising jointly and show that the proposed method can solve the denoising issue by simple manner, well suppress different level of noises. The proposed algorithm yields comparable performances measured by several image quality assessment (CPSNR, SCIELAB, and FSIM), while the computational cost is low.

Contents Sharing Model in Distributed Collaboration Environment (분산 협업 환경에서의 콘텐츠 공유 모델)

  • Hur, Hye-Jung;Lee, Ju-Young
    • Journal of the Korea Society of Computer and Information
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    • v.19 no.5
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    • pp.79-87
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    • 2014
  • In this paper, we propose contents sharing model for consolidating distributed collaboration environments. We provide the combined model by integrating different features-scalable resolution display walls resource, sharing contents on local and remote, multi-user interaction, and access control. There is a benefit that every user can interact within an environment, but overlaps would occur because of multi-user interaction. To manage overlap issue, the model includes access control. Access control would interfere flow of work process. Therefore, we conduct user study to evaluate these two factors of the model. The result shows that the proposed contents sharing model makes it possible to concentrate in a work.

Analysis Method of the Damages to Rights of Light due to the Construction of the Bridge in Rural Areas (농촌지역에서 교량건설에 따른 일조 피해 분석 방법)

  • Lim, Jae-Han;Lee, Ji-Young;Jung, Jin-Ju
    • Journal of the Korean Institute of Rural Architecture
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    • v.10 no.1
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    • pp.67-74
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    • 2008
  • Recently, construction of bridges in rural areas has been increased to preserve the natural environment. However this brings forth the disputes over rights of light in farmland. In urban areas, the disputes over rights of light have been settled on the authority of the national architectural law and only sunshine hours for winter solstice are considered. Basically, the point at issue is different between each case. The main issues of the dispute in rural area were the reduction of the crop cultivation and the increase of the heating cost in winter. The purpose of this study is to review the mediation process in national environmental dispute resolution commission to resolve these issues, and to set up the analysis method of rights of light and modelling equation of solar position. Furthermore, we aimed at analyzing the damaged hours of daylights in rural housing and the infringement rate of daylight in farmland through the case study. In conclusion, we estimated the sunshine hours during the whole damaged periods according to the elements of bridges, and presented the solution process of dispute over rights of light due to the construction of bridge in rural area.

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Global Assessment of Current Water Resources using Total Runoff Integrating Pathways and Global GIS

  • Taikan Oki;Takao Saruhashi;Yasushi Agata;Shinjiro Kanae;Katumi Musiake
    • Proceedings of the Korea Water Resources Association Conference
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    • 2001.05a
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    • pp.67-75
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    • 2001
  • Anticipated water scarcity in the first half of this century is one of the most concerned international issues. However, even though the issue has an international impact and world wide monitoring is critical, there are limited number of global estimates at present. In this study, annual water availability was derived from annual runoff estimated by land surface models using Total Runoff Integrating Pathways (TRIP) with 0.5 degree by 0.5 degree longitude/latitude resolution globally. Global distribution of water withdrawal for each sector in the same horizontal spatial resolution was estimated based on country-base statistics of municipal water use, industrial water use, and agricultural intake, using global geographical information system with global distributions of population and irrigated crop land area. The total population under water stress estimated for 1995 corresponded very well with former estimates, however, the number is highly depend on how to assume the ratio how much water from outside of the region can be used for water resources within the region. It suggests the importance of regional studies evaluating the possibility of water intake as well as the validity of the investment for water resources withdrawal facilities.

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CONSTRUCTION PROJECT CLAIM MANAGEMENT

  • M. ASLAM MIRZA
    • International conference on construction engineering and project management
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    • 2007.03a
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    • pp.160-168
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    • 2007
  • Conflicts of interest and independent agenda of the parties brought together for implementation of a construction project often leads to dispute in Contract and claim situations. Construction Industry is notorious for claim that is managed on its arising and there lacks an endeavor to minimize the breeding grounds through efficient planning and alignment to purpose, of all contract-documents. There failure of a concerted effort entails wastage of resources, delayed completion of facilities and stained relationships of parties when collide in mistrust in contract to win over the other. There needs a focus on the claim breeding issue and establish an effective mechanism to deal with disputes in urgency. Claim occurs mostly during the construction phase. But the seeds of claim and nutrients essential for development are contained in the contract documentation and the information supplied or not in pre-contract phase. Opportunity to prevent nutrients for seed of Claim comes to an end once tender-documents are finalized, the contract is awarded and established or not a mechanism for dealing with claim situation. The processes presented here would help in minimizing the breeding grounds and emergence of disputes during progression of works and dealing with eventualities in forceful manners for finding a resolution most effectively in relevant time.

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A Suggestion for Surface Reflectance ARD Building of High-Resolution Satellite Images and Its Application (고해상도 위성 정보의 지표 반사도 Analysis-Ready Data (ARD) 구축과 응용을 위한 제언)

  • Lee, Kiwon;Kim, Kwangseob
    • Korean Journal of Remote Sensing
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    • v.37 no.5_1
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    • pp.1215-1227
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    • 2021
  • Surface reflectance, as a product of the absolute atmospheric correction process of low-orbit satellite imagery, is the basic data required for accurate vegetation analysis. The Commission on Earth Observation Satellite (CEOS) has conducted research and guidance to produce analysis-ready data (ARD) on surface reflectance products for immediate use by users. However, this trend is still in the early stages of research dealing with ARD for high-resolution multispectral images such as KOMPSAT-3A and CAS-500, as it targets medium- to low-resolution satellite images. This study first summarizes the types of distribution of ARD data according to existing cases. The link between Open Data Cube (ODC), the cloud-based satellite image application platforms, and ARD data was also explained. As a result, we present practical ARD deployment steps for high-resolution satellite images and several types of application models in the conceptual level for high-resolution satellite images deployed in ODC and cloud environments. In addition, data pricing policies, accuracy quality issue, platform applicability, cloud environment issues, and international cooperation regarding the proposed implementation and application model were discussed. International organizations related to Earth observation satellites, such as Group on Earth Observations (GEO) and Committee on Earth Observation Satellites (CEOS), are continuing to develop system technologies and standards for the spread of ARD and ODC, and these achievements are expanding to the private sector. Therefore, a satellite-holder country looking for worldwide markets for satellite images must develop a strategy to respond to this international trend.