• Title/Summary/Keyword: 정확도개선

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Study on the Structural System Condensation Using Multi-level Sub-structuring Scheme in Large-scale Problems (대형 시스템에서의 다단계 부분구조 기법을 이용한 시스템 축소기법에 관한 연구)

  • Baek, Sung-Min;Cho, Maeng-Hyo;Kim, Hyun-Gi
    • Journal of the Computational Structural Engineering Institute of Korea
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    • v.21 no.3
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    • pp.281-285
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    • 2008
  • Eigenvalue reduction schemes approximate the lower eigenmodes that represent the global behavior of the structures. In the previous study, we proposed a two-level condensation scheme (TLCS) for the construction of a reduced system. And we have improved previous TLCS with combination of the iterated improved reduced system method (IIRS) to increase accuracy of the higher modes intermediate range. In this study, we apply previous improved TLCS to multi-level sub-structuring scheme. In the first step, the global system is recursively partitioned into a hierarchy of sub-domain. In second step, each uncoupled sub-domain is condensed by the improved TLCS. After assembly process of each reduced sub-eigenvalue problem, eigen-solution is calculated by Lanczos method (ARPACK). Finally, Numerical examples demonstrate performance of proposed method.

A Lossless Vector Data Compression Using the Hybrid Approach of BytePacking and Lempel-Ziv in Embedded DBMS (임베디드 DBMS에서 바이트패킹과 Lempel-Ziv 방법을 혼합한 무손실 벡터 데이터 압축 기법)

  • Moon, Gyeong-Gi;Joo, Yong-Jin;Park, Soo-Hong
    • Spatial Information Research
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    • v.19 no.1
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    • pp.107-116
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    • 2011
  • Due to development of environment of wireless Internet, location based services on the basis of spatial data have been increased such as real time traffic information as well as CNS(Car Navigation System) to provide mobile user with route guidance to the destination. However, the current application adopting the file-based system has limitation of managing and storing the huge amount of spatial data. In order to supplement this challenge, research which is capable of managing large amounts of spatial data based on embedded database system is surely demanded. For this reason, this study aims to suggest the lossless compression technique by using the hybrid approach of BytePacking and Lempel-Ziv which can be applicable in DBMS so as to save a mass spatial data efficiently. We apply the proposed compression technique to actual the Seoul and Inchcon metropolitan area and compared the existing method with suggested one using the same data through analyzing the query processing duration until the reconstruction. As a result of comparison, we have come to the conclusion that suggested technique is far more performance on spatial data demanding high location accuracy than the previous techniques.

A Fingerprint Identification System using Large Database (대용량 DB를 사용한 지문인식 시스템)

  • Cha, Jeong-Hee;Seo, Jeong-Man
    • Journal of the Korea Society of Computer and Information
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    • v.10 no.4 s.36
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    • pp.203-211
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    • 2005
  • In this paper, we propose a new automatic fingerprint identification system that identifies individuals in large databases. The algorithm consists of three steps; preprocessing, classification, and matching, in the classification. we present a new classification technique based on the statistical approach for directional image distribution. In matching, we also describe improved minutiae candidate pair extraction algorithm that is faster and more accurate than existing algorithm. In matching stage, we extract fingerprint minutiaes from its thinned image for accuracy, and introduce matching process using minutiae linking information. Introduction of linking information into the minutiae matching process is a simple but accurate way, which solves the problem of reference minutiae pair selection in comparison stage of two fingerprints quickly. This algorithm is invariant to translation and rotation of fingerprint. The proposed system was tested on 1000 fingerprint images from the semiconductor chip style scanner. Experimental results reveal false acceptance rate is decreased and genuine acceptance rate is increased than existing method.

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CBIRS/TB Using Color Feature Information for A tablet Recognition (알약 인식을 위해 색 특징정보를 이용한 CBIRS/TB)

  • Koo, Gun-Seo
    • Journal of the Korea Society of Computer and Information
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    • v.19 no.2
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    • pp.49-56
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    • 2014
  • This thesis proposes CBIRS/TB method that uses a tablet's color distribution information and form distinctive in content-based search. CBIRS/TB can avoid misuses and improper tablet uses by conducting content-based search in commonly prescribed tablets. The existing FE-CBIRS system is limited to recognizing only the image of color and shape of the tablet, that leads to applying insufficient form-specific information. While CBIRS/TB utilizes average, standard deviation, hue and saturation of each tablets in color, brightness, and contrast, FE-CBIRS has partial-sphere application problem; only applying the typical color of the tablet. Also, in case of the shape-specific-information, Invariant Moment is mainly used for the extracted partial-spheres. This causes delayed processing time and accuracy problems. Therefore, to improve this setback, this thesis indexed color-specific-information of the extracted images into categorized classification for improved search speed and accuracy.

A Study of Usability for Mobile Map Applications -Focused on Mobile Map Applications of Naver and Daum- (모바일 지도 애플리케이션의 사용성 연구 -네이버, 다음 지도를 중심으로-)

  • Moon, Jung-Sun;Kim, Seung-In
    • Journal of Digital Convergence
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    • v.15 no.2
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    • pp.347-353
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    • 2017
  • The aim of this paper is to improve the usability of Mobile Maps by allowing more people to use. To figure out better UX/UI, I evaluated usability for Mobile Applications from various materials such as literatures and blogs for qualitative methods and interviews and questionnaires about satisfaction of Naver and Daum for quantitative methods. So, We know that a map app is important and it is affected by force and profile on the portal site than its own features, because, not often in everyday life. Even though people do not use Mobile Map Applications frequently, we need to improve usability to make anybody use them easily by minimizing depth and button designs.

Design of Environment Control and Automated Management Systems for Animal Production : A Review (축산을 위한 환경제어 및 자동화 사양관리 시스템 설계에 관한 문헌연구)

  • Chang, Dong-Il;Kim, Soung-Rai;Chang, Hong-Hee
    • Korean Journal of Agricultural Science
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    • v.22 no.1
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    • pp.24-41
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    • 1995
  • The objective of this study were to review and analyze the application technologies of electronics and microprocessor for environment control and automated management systems of livestock production of the advanced countries, and to select the appropriate and applicable technologies for our systems among the analyzed. In this study, the environment control systems were analyzed mainly on the poultry production systems; and the automated management systems on swine and dairy production systems. According to the results, the advanced technologies reviewed and analyzed could be applicable for designing our animal production systems, if those were modified and remodeled for our situation.

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A study on the evaluation and improvement of ICC e far domestic CRT color monitors (국산 CRT모니터 ICC 프로파일의 평가 및 개선에 관한 연구)

  • 김홍석;박승옥;정연우;김성현
    • Korean Journal of Optics and Photonics
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    • v.12 no.6
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    • pp.452-459
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    • 2001
  • ICC profiles of output devices are necessary to solve the problem of color inconsistency between output devices. Therefore, output device manufacturers are offering ICC profiles that encode each model\`s color characteristics according to the specification decided in ICC (International Color Consortium). In this study, a program that can decode data of ICC profile was composed and evaluated the present condition of ICC profile files of domestic CRT monitor. As a result of comparing the ICC profiles of various model\ulcorner selling since 1999 from LG and Samsung companies, it was found that ICC profiles that are made at a similar time are the same regardless of model\`s specification and in some profiles, extraordinary data are saved. Accordingly, it can be said that current ICC profiles are made independently of the real monitor\`s color characteristics. This paper shows how color characteristics of a real monitor are affected by the control of brightness and color temperature, and proposes that the ICC profile has to be made from the data. measured in the optimum brightness state at each color temperature setting.

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Sequence Mining based Manufacturing Process using Decision Model in Cognitive Factory (스마트 공장에서 의사결정 모델을 이용한 순차 마이닝 기반 제조공정)

  • Kim, Joo-Chang;Jung, Hoill;Yoo, Hyun;Chung, Kyungyong
    • Journal of the Korea Convergence Society
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    • v.9 no.3
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    • pp.53-59
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    • 2018
  • In this paper, we propose a sequence mining based manufacturing process using a decision model in cognitive factory. The proposed model is a method to increase the production efficiency by applying the sequence mining decision model in a small scale production process. The data appearing in the production process is composed of the input variables. And the output variable is composed the production rate and the defect rate per hour. We use the GSP algorithm and the REPTree algorithm to generate rules and models using the variables with high significance level through t-test. As a result, the defect rate are improved by 0.38% and the average hourly production rate was increased by 1.89. This has a meaning results for improving the production efficiency through data mining analysis in the small scale production of the cognitive factory.

Absolute Altitude Determination for 3-D Indoor and Outdoor Positioning Using Reference Station (기준국을 이용한 실내·외 절대 고도 산출 및 3D 항법)

  • Choi, Jong-Joon;Choi, Hyun-Young;Do, Seoung-Bok;Kim, Hyun-Soo
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.40 no.1
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    • pp.165-170
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    • 2015
  • The topic of this paper is the advanced absolute altitude determination for 3-D positioning using barometric altimeter and the reference station. Barometric altimeter does not provide absolute altitude because atmosphere pressure always varies over the time and geographical location. Also, since Global Navigation Satellites system such as GPS, GLONASS has geometric error, the altitude information is not available. It is the reason why we suggested the new method to improve the altitude accuracy. This paper shows 3-D positioning algorithm using absolute altitude determination method and evaluates the algorithm by real field tests. We used an accurate altitude from RTK system in Seoul as a reference data and acquired the differential value of pressure data between a reference station and a mobile station equipped in low cost barometric altimeter. In addition, the performance and advantage of the proposed method was evaluated by 3-D experiment analysis of PNS and CNS. We expect that the proposed method can expand 2-D positioning system 3-D position determination system simply and this 3-D position determination technique can be very useful for the workers in the field of fire-fighting and construction.

Enhancing RCC(Recyclable Counter With Confinement) with Cuckoo Hashing (Cuckoo Hashing을 이용한 RCC에 대한 성능향상)

  • Jang, Rhong-ho;Jung, Chang-hun;Kim, Keun-young;Nyang, Dae-hun;Lee, Kyung-Hee
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.41 no.6
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    • pp.663-671
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    • 2016
  • According to rapidly increasing of network traffics, necessity of high-speed router also increased. For various purposes, like traffic statistic and security, traffic measurement function should performed by router. However, because of the nature of high-speed router, memory resource of router was limited. RCC proposed a way to measure traffics with high speed and accuracy. Additional quadratic probing hashing table used for accumulating elephant flows in RCC. However, in our experiment, quadratic probing performed many overheads when allocated small memory space or load factor was high. Especially, quadratic requested many calculations in update and lookup. To face this kind of problem, we use a cuckoo hashing which performed a good performance in update and loop for enhancing the RCC. As results, RCC with cuckoo hashing performed high accuracy and speed even when load factor of memory was high.