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Fully Automatic Facial Recognition Algorithm By Using Gabor Feature Based Face Graph (가버 피쳐기반 얼굴 그래프를 이용한 완전 자동 안면 인식 알고리즘)

  • Kim, Jin-Ho
    • The Journal of the Korea Contents Association
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    • v.11 no.2
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    • pp.31-39
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    • 2011
  • The facial recognition algorithms using Gabor wavelet based face graph produce very good performance while they have some weakness such as a large amount of computation and an irregular result depend on initial location. We proposed a fully automatic facial recognition algorithm using a Gabor feature based geometric deformable face graph matching. The initial location and size of a face graph can be selected using Adaboost detection results for speed-up. To find the best face graph with the face model graph by updating the size and location of the graph, the geometric transformable parameters are defined. The best parameters for an optimal face graph are derived using an optimization technique. The simulation results show that the proposed algorithm can produce very good performance with recognition rate 96.7% and recognition speed 0.26 sec for FERET database.

A Study of Cell delay for ABR service in ATM network (ATM 네트워크에서 ABR 서비스의 셀 지연 방식에 관한 연구)

  • 이상훈;조미령;김봉수
    • Journal of the Korea Computer Industry Society
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    • v.2 no.9
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    • pp.1163-1174
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    • 2001
  • A general goal of the ATM(Asynchronous Transfer Mode) network is to support connections across various networks. ABR service using EPRCA(Enhanced Proportional Rate Control Algorithm) switch controls traffics in ATM network. EPRCA switch, traffic control method uses variation of the ACR(Allowed Cell Rate) to enhance the utilization of the link bandwidth. However, in ABR(Available Bit Rate) service, different treatments are offered according to different RTTs(Round Trip Times) of connections. To improve the above unfairness, this paper presents ABR DELAY mechanism, in which three reference parameters for cell delay are defined, and reflect on the messages of RM(Resource Management) cells. To evaluate our mechanism, we compare the fairness among TCP connections between ABR DELAY mechanism and ABR RRM mechanism. And also we execute simulations on a simple ATM network model where six TCP connections and a background traffic with different RTTs share the bandwidth of a bottleneck link. The simulation results, based on TCP goodput and efficiency, clearly show that ABR DELAY mechanism improves the fairness among TCP connections.

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Feature-Oriented Requirements Change Management with Value Analysis (가치분석을 통한 휘처 기반의 요구사항 변경 관리)

  • Ahn, Sang-Im;Chong, Ki-Won
    • The Journal of Society for e-Business Studies
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    • v.12 no.3
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    • pp.33-47
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    • 2007
  • The requirements have been changed during development progresses, since it is impossible to define all of software requirements. These requirements change leads to mistakes because the developers cannot completely understand the software's structure and behavior, or they cannot discover all parts affected by a change. Requirement changes have to be managed and assessed to ensure that they are feasible, make economic sense and contribute to the business needs of the customer organization. We propose a feature-oriented requirements change management method to manage requirements change with value analysis and feature-oriented traceability links including intermediate catalysis using features. Our approach offers two contributions to the study of requirements change: (1) We define requirements change tree to make user requirements change request generalize by feature level. (2) We provide overall process such as change request normalization, change impact analysis, solution dealing with change request, change request implementation, change request evaluation. In addition, we especially present the results of a case study which is carried out in asset management portal system in details.

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An applicability estimation of the HSPF model considering watershed scale (유역의 규모를 고려한 HSPF 모형의 적용성 평가)

  • Choi, Hyun-Gu;Kim, Dong-IL;HwangBo, Hyun;Han, Kun-Yeun
    • Proceedings of the Korea Water Resources Association Conference
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    • 2011.05a
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    • pp.204-204
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    • 2011
  • 최근에 들어 도시화와 이상기후의 영향으로 유역에서의 유출특성과 오염물질 발생특성이 변화하고 있어 이에 따라 체계적인 유역 관리가 요구되고 있다. 우리나라는 하천 및 호소에 대한 수질 관리를 생활하수, 공장폐수 등 점오염원을 중심으로 수질관리정책 및 대책을 추진하여 왔으나, 오염물질의 상당량은 비점오염원에서 유발되고 있다. 또한 오염총량제의 실시 이후 국내에서는 비점오염원 관리의 중요성이 점오염원에 비해 상대적으로 높아짐으로서 유역수질모델링의 중요성을 인식하고 있으며, 비점오염원에 관련된 연구도 활발히 진행되고 있다. 이를 위해 유역의 유출 및 수질 분석을 효율적으로 하기 위해 유역간 물질의 교환 및 전달이 유역 규모에 따라 얼마나 높은 정확성을 나타내는지를 분석하고 이를 검토하여 효과적인 유역수질모델링의 방법이 제시되어야 한다. 본 연구에서는 이러한 통합적 수질관리의 필요성 증대에 따라, 유역 내 수문 순환 및 비점 오염원의 발생 거동을 정량적으로 분석할 수 있는 HSPF(Hydrologic Simulation Program - Fortran) 모형을 통해 오염총량 단위유역을 각각의 소유역으로 순차적으로 모의하여 검 보정을 수행 후 그 결과로 계산된 매개변수들을 단위유역 전체에 대한 분석에 입력하여 수행한 모의 결과와 비교 평가하였다. 또한, 이를 바탕으로 비점오염원에 의한 유역 내 하천 수질 영향도를 파악하였다. 유량 및 수질해석을 위하여 남강유역의 2004년부터 2007년까지 강우와 기상자료, 유량과 오염원 자료를 수집하여 입력 자료를 구축하였다. 또한, 대상유역에 해당되는 환경기초시설의 방류 유량 및 수질을 유입시킴으로써 HSPF모의가 진행되었다. 하천수질에 영향을 줄 수 있는 비점오염원은 강우 및 기상 관련 자료의 입력을 통하여 유역 내 유출 조건의 초기입력을 수행하였으며, 강우 입력에 따른 유출에 영향을 고려하기 위하여 토지이용 및 토양도를 고려하였다. 그리고 유역의 규모를 고려하였을 때 오염총량 단위유역의 유역 규모에 따라 모의를 실시한 결과를 바탕으로 HSPF 모형의 정확성 여부를 판단하여 정확성이 높은 방법을 선택할 수 있도록 하였다. 모의결과 소유역을 순차적으로 모의한 결과(CaseA)가 전체유역을 모의한 결과(CaseB)보다 실측치와 더 높은 상관계수를 나타냄을 알 수 있었다. 본 연구에서의 평가방법을 바탕으로 유역수질모델링이 이루어진다면 추후 비점오염원에 대한 효과적인 관리에 도움이 될 것이며, 모니터링 기법 및 GIS기반 유역관리모델 개발, 4대강 비점오염원 최적관리기법 연구 등에 활용할 수 있을 것으로 사료된다.

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Legged Robot Trajectory Generation using Evolved Fuzzy Machine for IoT Environments (IoT 환경을 위한 진화된 퍼지머신을 이용한 로봇의 궤적생성)

  • Kim, Dong Won
    • Journal of Internet of Things and Convergence
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    • v.6 no.3
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    • pp.59-65
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    • 2020
  • The Internet of Things (IoT) era, in which all items used in daily life are equipped with a network connection function, and they are closely linked to increase the convenience of life and work, has opened wide. Robots also need to develop according to the IoT environment. A use of new type of evolved fuzzy machine (EFM) for generating legged robot trajectory in IoT enviornmentms is discussed in this paper. Fuzzy system has been widely used for describing nonlinear systems. In fuzzy system, determination of antecedent and consequent structures of fuzzy model has been one of the most important problems. EFM is described which carries out evolving antecedent and consequent structure of fuzzy system for legged robot. To generate the robot trajectory, parameters of each structure in the fuzzy system are tuned automatically by the EFM. The results demonstrate the performance of the proposed approach for the legged robot.

Numerical Analysis of the Electro-discharge Machining Process of a Conductive Anisotropic Composite (전기전도성 이방성 복합재료 방전가공의 수치 해석)

  • Ahn, Young-Cheol;Chun, Kap-Jae
    • Korean Chemical Engineering Research
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    • v.47 no.1
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    • pp.72-78
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    • 2009
  • For the electro-discharge machining of an electro-conductive anisotropic composite, an unsteady state formulation was established and solved by Galerkin's finite element method. The distribution of temperature on work piece, the shape of the crater and the material removal rate were obtained in terms of the process parameters. The $12{\times}12$ irregular mesh that was chosen as the optimum in the previous analysis was used for computational accuracy and efficiency. A material having the physical properties of alumina/titanium carbide composite was selected and an electricity with power of 51.4 V and current of 7 A was applied, assuming the removal efficiency of 10 % and the thermal anisotropic factors of 2 and 3. As the spark was initiated the workpiece immediately started to melt and the heat affected zone was formed. The moving boundary of the crater was also identified with time. When the radial and axial conductivities were increased separately, the temperature distribution and the shape of the crater were shifted in the radial and axial directions, respectively. The material removal rate was found to be higher when the conductivity was increased in the radial direction rather than in the axial direction.

Construction of Korean Wordnet "KorLex 1.5" (한국어 어휘의미망 "KorLex 1.5"의 구축)

  • Yoon, Ae-Sun;Hwang, Soon-Hee;Lee, Eun-Ryoung;Kwon, Hyuk-Chul
    • Journal of KIISE:Software and Applications
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    • v.36 no.1
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    • pp.92-108
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    • 2009
  • The Princeton WordNet (PWN), which was developed during last 20 years since the mid 80, aimed at representing a mental lexicon inside the human mind. Its potentiality, applicability and portability were more appreciated in the fields of NLP and KE than in cognitive psychology. The semantic and knowledge processing is indispensable in order to obtain useful information using human languages, in the CMC and HCI environment. The PWN is able to provide such NLP-based systems with 'concrete' semantic units and their network. Referenced to the PWN, about 50 wordnets of different languages were developed during last 10 years and they enable a variety of multilingual processing applications. This paper aims at describing PWN-referenced Korean Wordnet, KorLex 1.5, which was developed from 2004 to 2007, and which contains currently about 130,000 synsets and 150,000 word senses for nouns, verbs, adjectives, adverbs, and classifiers.

Study of Group Music Therapy Program on Alienation of Adolescents from Enmeshed or Disengaged Families (그룹음악치료를 통한 과잉-분리가정 청소년의 소외감 감소에 관한 연구)

  • Jeon, Hee Ran
    • Journal of Music and Human Behavior
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    • v.6 no.2
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    • pp.71-100
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    • 2009
  • The purpose of this study was to examine the effect of group music therapy program on alineation of adolescents from enmeshed or disengaged families. The Family Adaptability and Cohesion Evaluation Scales III was administered to screen out subjects at a high school in Seoul. Based on the low scores, between 10 and 25, rated on the scale, 4 students were selected from 148 initial respondents. Subjects participated in group music therapy program for 7 weeks and a total of 14 music therapy sessions were provided for them. After the program, content analysis of the subjects' verbal and musical expressions observed during the program was conducted, with regard to the measures of the Student Alienation Scale. The results showed negative self-expression decreased while positive self-concepts increased. These results indicate that by providing the opportunity to experience group cohesiveness and group support, group music therapy program may effectively reduce alienation of adolescents from enmeshed or disengaged families.

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A WDM Based Multichannel All-Optical Ring Network (파장 분할 다중화에 의한 다 채널 광 링 통신망의 성능 분석)

  • 박병석;강철신;신종덕;정제명
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.19 no.1
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    • pp.159-169
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    • 1994
  • A multichannel optical slotted ring network is designed using a wavelength division multiplexing(WDM) technique and photonic packet switching devices. The electronics speed bottleneck is removed out of the ring, which allows utilization of the full bandwidth for the optical fiber transmission medium. The ring channel adopts a slotted ring concept with a destination cell remove strategy for the eing access mechanism. The slot size in the ring is selected as the same as that of ATM based cell in order to be used as B-ISDN Access Networks. In this paper, we devised a mathematical method to measure the average transfer delay characteristics of the network. The analytical method turned out to yield accurate results over a broad range of parameters in comparison to simulation results. From the study, we observed the average transfer delay of the network as the network parameters vary.

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Optimum Design of a Coil Spring for Improving the Performance of a Spring -Operated Mechanism (스프링 조작기의 성능 개선을 위한 코일스프링의 최적 설계)

  • Lee, Dae Woo;Sohn, Jeong Hyun;Yoo, Wan Suk
    • Transactions of the Korean Society of Mechanical Engineers A
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    • v.40 no.3
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    • pp.275-280
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    • 2016
  • In this study, a release test bed is designed to evaluate the dynamic behaviors of a coil spring. From the release tests, the dynamic behaviors of a coil spring are analyzed. A lumped parameter spring model was established for numerical simulation of a spring. The design variables of a coil spring are optimized by using the design of experiments approach. Two-level factorial designs are used for the design optimization, and the primary effects of the design variables are analyzed. Based on the results of the interaction analysis and design sensitivity analysis, the level of the design variables is rearranged. Finally, the mixed-level factorial design is used for the optimum design process. According to the optimum design of the opening spring, the dynamic performance of the spring-operated mechanism increases by 2.90.