• Title/Summary/Keyword: 정규과정

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Character Recognition of Vehicle Number Plate Using Feature Based Neural Network (특징 추출에 기반한 신경망 시스템을 이용한 차량 번호판 문자인식)

  • 이현숙;김희승
    • Proceedings of the Korean Information Science Society Conference
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    • 2000.10b
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    • pp.383-385
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    • 2000
  • 차량 번호판 문자영상으로부터 여러 가지 특징 추출 방법을 조합하여 입력특징소를 재구성하고, 신경망을 이용하여 문자를 인식한다. 속도 개선을 위해 특별한 전처리 과정없이 이치화와 크기 정규화만을 수행한 후 그물망 방법과 BLT 방법, 정규화된 투영값 특정 방법을 조합하여 입력특징소를 구성한다. 본 연구에서는 숫자 인식에서 그물망 방법과 BLT 방법을 이용하여 잡음으로 인한 유사 문자의 오인식을 해결하였고, 문자 인식에서는 정규화된 투영값 특징을 이용하여 문자의 유형을 분류한 후 자소를 개별적으로 인식하였다. 이로써 모음 인식 경우에 중요한 역할을 하는 작은 획의 영역에 BLT 방법을 사용함으로 기존 연구에서의 모음 오인식 문제를 해결하였다.

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Normalization Factor for Three-Level Hierarchical 64QAM Scheme (3-level 계층 64QAM 기법의 정규화 인수)

  • You, Dongho;Kim, Dong Ho
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.41 no.1
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    • pp.77-79
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    • 2016
  • In this paper, we consider hierarchical modulation (HM), which has been widely exploited in digital broadcasting systems. In HM, each independent data stream is mapped to the modulation symbol with different transmission power and normalization factors of conventional M-QAM cannot be used. In this paper, we derive the method and formula for exact normalization factor of three-level hierarchical 64QAM.

Recognition of Handwritten Numerals Based on the Direction Angle Feature (방향각 특징 기반의 필기 숫자 인식)

  • Lee, Sang-Ho;Kim, Ho-Yon;Lim, Kil-Taek;Nam, Yun-Seok
    • Proceedings of the Korea Information Processing Society Conference
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    • 2002.11a
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    • pp.381-384
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    • 2002
  • 특징 추출은 입력 데이터를 인식이 더 잘 될 수 있도록 변환된 영역의 특징 벡터로 변환하는 과정으로 볼 수 있다. 특징벡터가 갖추어야 할 주요 특성은 손실되는 정보량이 가능한 적어야 된다는 것이다. 또한, 높은 인식률을 얻기 위해서, 동일 클래스에 포함된 특징 벡터의 편차는 적도록 만들어야 한다. 본 논문에서는, 방향각 누적 특징을 기반으로 개발된 몇 가지 새로운 특징을 필기 숫자 인식에 적용하였다. 특징을 추출하기 위하여 입력된 이진 영상의 비선형 정규화, 영상의 크기에 의한 특징 정규화, 영상의 전경 영역에 의한 특징 정규화 등의 여러 가지 방법이 적용되었다. 실제 우편물에서 추출된 필기 숫자 데이터베이스를 실험에 사용하였으며, 제안된 방법이 필기 숫자 인식에 효과적으로 적용될 수 있다는 것을 결과에서 보여주고 있다.

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A Fuzzy Controller using normalized Scale Factor (정규화 스케일계수를 이용한 퍼지제어기)

  • 정동화;이동욱;이상윤;신위재
    • Proceedings of the Korea Institute of Convergence Signal Processing
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    • 2003.06a
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    • pp.149-152
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    • 2003
  • 플랜트 모델이나 경험에 근거하여 설계된 퍼지제어기를 실제 플랜트에 적용할 경우, 모델링 오차와 플랜트에 대한 관련지식의 부족으로 만족할 만한 제어 결과를 나타내지 못할 경우가 있다. 이 경우 제어성능을 향상시키기 위해 제어기의 제어인자를 다시 조정하여야 하고, 이 조정과정은 시행착오 방법으로 수행되기 때문에 많은 시간과 비용을 필요로 한다. 본 논문에서는 정규화 된 오차와 오차 변화량를 사용하여 플랜트 응답에 따라 입력과 출력의 적절한 스케일 계수를 조정하는 퍼지제어기를 제안한다. 정규화 된 오차를 출력 소속함수의 중심과 폭에 곱해 출력 범위를 재조정하고, 플랜트 응답에 의해 입력의 스케일 계수를 결정한다. 이를 확인하기 위해 2차 플랜트에 적용하여 모의 실험을 수행하였다.

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Learning with a Robot for STEAM in Elementary School Curriculum (초등정규교육과정에서 STEAM을 위한 로봇활용교육)

  • Han, Jeong-Hye;Park, Ju-Hyun;Jo, Mi-Heon;Park, Ill-Woo;Kim, Jin-Oh
    • Journal of The Korean Association of Information Education
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    • v.15 no.3
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    • pp.483-492
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    • 2011
  • 'Learning with a robot' is now considered as one of the best candidates for STEAM education, which is recently growing its importance. Most of the 'learning with a robot' programs in elementary schools serve as afterschool classes. The students participating in the afterschool classes are mostly boys who are interested in science and robots. This paper mainly concerns that a robot can be helpful for improving students' interest in STEAM education. We divided the robot utilizable aspects into 5 areas with educational points of view; abstract concept understanding type, structure-oriented type, athletics-oriented type, intelligence-oriented type and value-orientated type. We extracted all robot utilizable subjects and units from elementary school curriculum, and developed lesson plans which can be applicable to regular classes. And we also verified them by applying into an elementary school for 5 months. As the result of the analysis, we can conclude that 'learning with a robot' can encourage students' interest in STEAM, and it is more effective for girls than boys. Finally, we discuss problems that teachers may face in using a robot for regular classes, and make suggestions about the use of a robot for STEAM education.

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Work Experience of Irregular Clinical Research Nurses (비정규직 임상연구 간호사의 근무경험)

  • Kim, Hae-Ok
    • Journal of Digital Contents Society
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    • v.16 no.4
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    • pp.623-634
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    • 2015
  • This research aims to perform an in-depth investigation about meanings and essence of working as clinical research nurses in local general hospitals. In order to interpret and reveal the meanings of role experience, data were collected from objects of 7 participants for 3 months. Data were analyzed by ethnographic research tools of Spradley. Themes conducted from this study were 'new experience about social learning process' and 'joys and sorrows through study participants ', 'lack of specialized learning course in nursing curriculums' and 'roles of general research planner', 'one's own work space' and 'proactive work environment that is relaxing and filled with consideration for others', 'hardship of being temporary employees. Clinical research nurses have experienced expansion of roles through new social learning processes. Conclusively, this study will provide useful basic data to develop new curriculum about clinical research nursing for nursing students and to improve working conditions for clinical research nurses.e purpose of this study is to design and implement a sign language dictionary for the deaf to understand information communication terminologies. When the deafs who have difficulties in communication use the internet, they can get help from this dictionary in accessing various types of information and expressing their intension. In order for the deaf to utilize the internet as efficiently as ordinary people, they must understand information communication terminologies first.

Comparison of the Effects of Elementary School Students' Experience in Invention Education on Invention Attitudes (초등학생의 발명교육 경험이 발명태도에 미치는 영향 비교)

  • Wang, Yoo-Jin
    • 대한공업교육학회지
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    • v.39 no.1
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    • pp.247-261
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    • 2014
  • Education about invention in elementary schools has thus far be conducted mostly through special activities and talented activities rather than through normal curricula. However, with the implementation of the 2007 amended curricula, invention education was reflected as a normal subject unit in the practical subject (technology and home economics) curricula, thereby laying groundwork for invention education being able to be provided through normal subject classes. Thus, at the time when invention education has been reflected as a normal subject unit, it is meaningful to research the effects of elementary school students' experience in invention education on their invention attitudes. This study sought to research the effects of elementary school students' experience or non-experience in invention education on their invention attitudes, targeting those in regional talent private schools who did not take invention talent classes, those who received invention education, and those who did not receive invention education at all. The conclusion of this study is outlined as follows. First, students' experience in invention education proved to be positive in boosting their invention attitude, and continued invention education experience like with students in regional talent invention schools significantly boosted their invention attitudes. Second, considering that students' actual experience in invention education had positive effects on their invention attitudes, the reflection of invention education in the amended curricula was found to be very desirable in improving elementary students' attitudes about invention. Third, according to gender, male students' invention attitude level was found to be higher than that of female students, suggesting that male students more worked on computers, electronic (smart) devices and machines in daily life, leading them to further develop invention attitudes.

Facial Feature Extraction using Nasal Masks from 3D Face Image (코 형상 마스크를 이용한 3차원 얼굴 영상의 특징 추출)

  • 김익동;심재창
    • Journal of the Institute of Electronics Engineers of Korea SP
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    • v.41 no.4
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    • pp.1-7
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    • 2004
  • This paper proposes a new method for facial feature extraction, and the method could be used to normalize face images for 3D face recognition. 3D images are much less sensitive than intensity images at a source of illumination, so it is possible to recognize people individually. But input face images may have variable poses such as rotating, Panning, and tilting. If these variances ire not considered, incorrect features could be extracted. And then, face recognition system result in bad matching. So it is necessary to normalize an input image in size and orientation. It is general to use geometrical facial features such as nose, eyes, and mouth in face image normalization steps. In particular, nose is the most prominent feature in 3D face image. So this paper describes a nose feature extraction method using 3D nasal masks that are similar to real nasal shape.

A Study on Fatigue Analysis of Non-Gaussian Wide Band Process using Frequency-domain Method (주파수 영역 해석 기법을 이용한 비정규 광대역 과정의 피로해석에 관한 연구)

  • Kim, Hyeon-Jin;Jang, Beom-Seon
    • Journal of the Society of Naval Architects of Korea
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    • v.55 no.6
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    • pp.466-473
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    • 2018
  • Most frequency domain-based approaches assume that structural response should be a Gaussian random process. But a lot of non-Gaussian processes caused by multi-excitation and non-linearity in structural responses or load itself are observed in many real engineering problems. In this study, the effect of non-Normality on fatigue damages are discussed through case study. The accuracy of four frequency domain methods for non-Gaussian processes are compared in the case study. Power-law and Hermite models which are derived for non-Gaussian narrow-banded process tend to estimate fatigue damages less accurate than time domain results in small kurtosis and in case of large kurtosis they give conservative results. Weibull model seems to give conservative results in all environmental conditions considered. Among the four methods, Benascuitti-Tovo model for non-Gaussian process gives the best results in case study. This study could serve as background material for understanding the effect of non-normality on fatigue damages.

The success and failure of non-regular workers' struggles and their effects on organizational strength (비정규직 노동자 투쟁의 승패와 조직력 변화)

  • Ch, Donmoon
    • Korean Journal of Labor Studies
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    • v.17 no.1
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    • pp.139-176
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    • 2011
  • Non-regular workers came to the fore while working class formation was in retreat along with the democratic labor movement of regular workers. The formation of principal agents, however, is yet to occur. Then, why non-regular workers' struggles could not yield a consequence in that regard? What kind of factors are to determine the outcome of the struggles and how do they do it? It is the aim of this study to answer those questions. In contrast with regular workers' struggles, non-regular workers' struggles tend to break out in response to capitalist offensives, rely on atypical and, often, extreme measures of struggle rather than strike in the form of work stoppage, drag out for too long, and appeal for social solidarity outside when the solidarity of regular workers is not available. Non-regular workers' struggles tend to end up with failure rather than success, and with weakening rather than strengthening of their organizational strength. So as to overcome the tendency to fail, non-regular workers' struggles need regular workers' solidarity in addition to their own strong mobilization power, while social solidarity or positional power could substitute for regular workers' solidarity in some cases. So as to build up their organizational strength, non-regular workers' struggles should win victories in the struggles, while a victory could turn into a trap in the case of conversion. Both regular workers' solidarity and the internal integration of the struggles are two foremost important factors in achieving the victory of struggles and the building-up of organizational strength. Those who have got involved in struggles are from the best organized sector among all the non-regular workers. As they have gone through weakening of organizational strength, it becomes more difficult for non-regular workers to form principal agents. Without non-regular workers' struggles, however, the capitalist offensives must have carried the day. In that sense, non-regular workers' struggles did a role in at least detaining capitalist offensives, if not stopping them. The practical implication of non-regular workers' struggles is that, if non-regular workers redefine the ultimate goal of their struggles as the formation of their principal agents for working class formation, it would be a strategically rational choice to identify the strategic objective of struggles with the maintaining and strengthening of their organizational strength rather than the achievement of their immediate demands.