• Title/Summary/Keyword: 전이 영역

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Extraction of Automobile License Plates and Letter Using Color Information and Red Value Change in Line-by-Line (색상정보와 행별 Red값 변화량을 이용한 자동차 번호판과 글자 추출)

  • Yu, SongHyun;Lee, Dokyung;Jeong, Jechang
    • Proceedings of the Korean Society of Broadcast Engineers Conference
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    • 2014.11a
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    • pp.138-141
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    • 2014
  • 본 논문에서는 색상 정보를 이용하여 배경 영역이 포함된 자동차의 전,후면 사진에서의 자동차 번호판 영역(녹색, 흰색) 추출과 추출된 번호판에서 글자를 분리해내는 방법을 제안한다. 기존의 색상 정보를 이용하여 번호판을 추출하는 방법은 흰색 번호판(신형 번호판)의 경우에는 배경 영역에서 흰색인 영역도 많고 국내 차량 중에 흰색 차량이 많기 때문에 번호판 영역과 배경 영역 사이의 명확한 구분에 어려움이 있었다. 따라서 행별 Red값 변화도를 조사하여 배경 영역과 번호판 영역 사이의 명확한 구분을 하게 하며, 흰색 번호판의 경우에 추출이 안되면 흰색의 기준을 더 낮추어서 다시 영역 추출을 할 수 있는 재추출 알고리즘을 추가해서 비교적 어두운 사진에서도 번호판영역을 추출할 수 있도록 한다. 추출된 번호판에서 글자를 추출해내는 과정에서도 이진화를 거치면 노이즈가 많이 생기기 때문에 이를 줄이고자 행별 Red값 변화도를 조사하여 번호판 영역에서 위아래 부분의 노이즈를 줄일 수 있도록 하였다.

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UV LINE EMISSIONS OF W UMa STARS (W UMa형 별들의 UV 방출선 연구)

  • 김용기;한동주
    • Journal of Astronomy and Space Sciences
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    • v.17 no.1
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    • pp.39-44
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    • 2000
  • We reinvestigate UV line emissions of 44i Boo, W UMa, AW UMa and VW Cep, which are indicaters of chromospheric activity of these stars. C I, C II, C IV, Si IV lines show significant variation in orbital phase. Among those lines, the Line of C IV showed the strongest line flux. while other Si IV and N V lines showed relative low line intensities. 44i Boo emitted the strongest flux than other stars. UV light curves of target stars shoed UV maximum at phase around 0.2 an 0.8 Such UV emissions are generally believed to be observed at the active regions and contacting parts of the two stars due to the clear visibility at the phase 0.2 and 0.8. Total emissivity of four transitions lines lead to conclude that the activity of this region is 40 times larger than the quiet sun. It is obvious that the activity decrease according to increase period. We obtained also Mg II light curve of AW UMA and VW Cep. These stars showed more clearly phase-dependent light curves. We estimated effective temperature of two star, AW UMa and VW Cep, using by Mg II flux.

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A Study on Leakage Detection Technique Using Transfer Learning-Based Feature Fusion (전이학습 기반 특징융합을 이용한 누출판별 기법 연구)

  • YuJin Han;Tae-Jin Park;Jonghyuk Lee;Ji-Hoon Bae
    • The Transactions of the Korea Information Processing Society
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    • v.13 no.2
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    • pp.41-47
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    • 2024
  • When there were disparities in performance between models trained in the time and frequency domains, even after conducting an ensemble, we observed that the performance of the ensemble was compromised due to imbalances in the individual model performances. Therefore, this paper proposes a leakage detection technique to enhance the accuracy of pipeline leakage detection through a step-wise learning approach that extracts features from both the time and frequency domains and integrates them. This method involves a two-step learning process. In the Stage 1, independent model training is conducted in the time and frequency domains to effectively extract crucial features from the provided data in each domain. In Stage 2, the pre-trained models were utilized by removing their respective classifiers. Subsequently, the features from both domains were fused, and a new classifier was added for retraining. The proposed transfer learning-based feature fusion technique in this paper performs model training by integrating features extracted from the time and frequency domains. This integration exploits the complementary nature of features from both domains, allowing the model to leverage diverse information. As a result, it achieved a high accuracy of 99.88%, demonstrating outstanding performance in pipeline leakage detection.

Preparation and Characterization of the Photocatalysts Transition Metal-Doped Ti-SCM (전이금속을 담지한 Ti-SCM 제조 및 특성연구)

  • Jung, Won-Chae;Hong, Ji-Sook;Suh, Jeong-Kwon;Suh, Dong-Hack
    • Applied Chemistry for Engineering
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    • v.21 no.4
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    • pp.445-451
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    • 2010
  • $TiO_2$ shows considerably efficient photoreaction activity under the ultraviolet range but it has disadvantage that there is no activity in the visible light range. In this study, it was tried to find a solution for the problem of this kind of photocatalyst by utilizing transition metal, which can show electronic transition with $TiO_2$ in the visible light area. Photocatalyst was prepared, which can have photocatalytic activity in the wide wavelength range, not only ultraviolet region but also visible light area and prevent the combination of electron and hole hindering the photoreaction. For this purpose, by using the ion exchange method, $TiO_2$ precursor and transition metal precursor were dipped into H typed strong acid ion-exchange resin. And two kind photocatalysts (Ti-M-SCM) in which transition metal and titanium dioxide coexist through the carbonization/activation process was prepared. Moreover, photolytic reaction under the wavelength 254 nm and 365 nm was performed for humic acid (HA) in the continuous reactor in order to estimate the efficiency of produced Ti-M-SCM.

The Effect of Bilateral Arm Training for the Chronic Phase After Stroke in Activities of Daily Living (양측성 상지 활동이 만성 뇌졸중 환자의 일상생활활동에 미치는 영향)

  • Lee, Hyun-Jin;Kwon, Hyuk-Cheol;Chang, Moon-Young
    • Therapeutic Science for Rehabilitation
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    • v.2 no.1
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    • pp.36-47
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    • 2013
  • Objective : To identify the effect of bilateral arm training for activities of daily living(ADL) of the chronic phase after stroke. Methods : 20 patients with stroke, randomized to an experimental group(n=10) and a control group(n=10). Both groups received the usual occupational therapy. In addition, an experimental group received an bilateral arm training, 30-min sessions per a day for 6 weeks. The Functional Independence Measure(FIM) was used to evaluate ADL for both groups. Results : First, there is a significant difference before and after receiving the bilateral arm training(p <.05). Second, there are significant differences in all ADL areas of Self-care, Transfer, Social cognition after bilateral arm training(p<.05). Third, there are significant differences in all sub-areas of Self-care, only stairs of Locomotion, and only Problem solving of Social cognition by comparing sub-areas as bilateral arm activity(before and after) and occupational therapy intervention(before and after). Conclusion : Using bilateral arm training for the chronic phase after stroke improved their abilities of ADL. Therefore, there are an expectation to use bilateral activity training for the chronic after stroke clinically and a need of further study about bilateral arm training related to ADL in the future.

Electrochemical Characteristics of H Adsorption Sites at the Poly-Pt/LiOH Aqueous Electrolyte Interface (다결정 Pt/LiOH 수성 전해질 계면에서 수소 흡착부위의 전기화학적 특성)

  • Chun Jang Ho;Cho Chong Dug
    • Journal of the Korean Electrochemical Society
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    • v.2 no.4
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    • pp.213-217
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    • 1999
  • The electrochemical characteristics of two distinct adsorption sites of H at the polycrystalline Pt/0.2 M LiOH aqueous electrolyte interface have been studied using the phase-shift method. At the forward and backward scans, the under-potentially deposited H (WD H) peak occurs on the cyclic voltammogram. The transition region on the phase-shift profile or the Langmuir adsorption isotherm occurs at ca. -0.66 to -0.96 V vs. SCE. At the transition region (ca. -0.66 to -0.96 V vs. SCE), the equilibrium constant (K) for H adsorption transits from 18.5 to $4.0\times10^{-5}$ and vice versa. Similarly, the standard free energy $({\Delta}G_{ads})$ of H adsorption transits from -7.2 to 25.1kJ/mol and vice versa. The under and over-potentially deposited H (UPD H and OPD H) on the poly-Pt surface act as two distinguishable electroadsorbed H species. An exothermic reaction occurs at the UPD H range. Both the UPD H peak and the transition region are attributed to the two distinct adsorption sites of the UPD H and OPD H on the poly-Pt surface.

Progressive Region of Interest Coding Using the Embedded Coding Technifque (임베디드 부호화 기법을 이용한 점진적 관심영역 부호화)

  • 최호중;강의성;다나카도시히사;고성제
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.25 no.1B
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    • pp.148-155
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    • 2000
  • In image coding applications such as web browsing and image database searching, it is very useful to quickly view a small portion of the image with higher quality. Region of interest (ROI) coding technique provides the capability to reconstruct the ROI in advance of decompressing the rest of the image, with a smaller number of transmitted bits compared to the case where the entire image is treated with the same priority. In this paper, a progressive ROI coding method using the enbedded coder is presented, and an efficient transmission method for the ROI information. Experimental results show that the proposed progressive ROI coding technique can be effectively used for image coding applications such as web browsing and image database searching system.

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History of the College Scholastic Ability Test in Mathematics Section (대학수학능력시험 수학(수리) 영역 변천사)

  • Jeon, Young Ju
    • Journal for History of Mathematics
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    • v.26 no.2_3
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    • pp.177-195
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    • 2013
  • This study is the analysis of the concepts and the characteristics of the mathematics section of the College Scholastic Ability Test. The study starts with division of the history of the College Scholastic Ability Test into four periods. These are Introduction Period(school year 1994-1996), Adjustment Period(school year 1997-2004), Development Period(school year 2005-2011) and Conversion Period(up to present since school year 2012). The periodical division of the Mathematics section is considered as identical with that of the College Scholastic Ability Test. So we investigate the characteristics of the Mathematics section through the periodical classification. This study also proposes some tasks for the future Mathematics section of the College Scholastic Ability Test.

Region-of-Interest Detection from a Facial Image Using Active Model (동적 모델을 이용한 얼굴 영상에서의 관심 영역 추출)

  • 이형일;김경환
    • Proceedings of the Korean Information Science Society Conference
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    • 2001.10b
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    • pp.343-345
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    • 2001
  • 본 논문에서는 얼굴 인식 시스템에서 정면 얼굴 영상의 관심 영역을 추출하는 효율적인 방법을 소개한다. 얼굴 인식 시스템은 얼굴 요소의 특징 을 이용하여 자동으로 얼굴을 구별하는 시스템이며, 얼굴 요소로는 눈, 코, 입과 눈썹을 주로 사용한다. 본 논문에서는 동적 모델을 이용하여 눈과 입을 관심영역으로 하여 이 영역을 세 단계로 나누어 추출한다. 첫 번째로 전체 얼굴 모델을 이용하여 similarity 변환을 적용하여 얼굴의 대략적인 위치를 찾는다. 두 번째 단계에서는 얼굴 근처에서 각각의 눈, 입 모델을 비선형 변환을 적용하여 정확한 눈과 입을 찾는다. 최종 단계에서는 이렇게 맞춘 모델로부터 전체 모델을 변형시킨 후에 변형전과 후의 적합성을 판단하여 최종 위치를 정한다. 제안한 알고리즘을 130명의 영상에 대하여 적용한 결과 눈을 정확하게 추출한 경우는 120명이고, 입을 정확히 추출한 경우는 119명이었다. 본 논문에서 제안하는 관심 영역 추출 방법은 일반적인 모델 방법에 특정 목적에 적합한 모델을 혼합한 방법으로 일반적인 모델만을 적용한 방법과 프로젝션 분석 등의 특정 목적만을 위한 방법보다 좋은 결과를 얻을 수 있었다.

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The Methodology to evaluate the Impact of Information Technology and System on Business Performance in Manufacturing Industry: A Case Study of evaluation (제조기업에서 정보기술 및 시스템이 경영 성과에 미치는 영향에 대한 평가 방법 연구: 제조업체 적용사례 분석)

  • 김태균;최경현
    • Proceedings of the Korean Operations and Management Science Society Conference
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    • 2000.04a
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    • pp.653-656
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    • 2000
  • 본 연구에서는 정보기술 및 시스템이 제조기업의 경영성과에 미치는 영향을 평가하기 위해 사전평가, 과정평가, 사후평가의 3단계 성과평가모델을 제안하고 특히, 사후평가에서는 BSC(Balanced Scorecard)의 4가지 관점인 재무, 내부 프로세스 평가영역에 대해 구매, 설계, 생산, 물류, 판매, 서비스, 연구/개발, 환경의 8가지 핵심 업무 영역으로 구분하고, 조직(학습 및 성장), 고객 평가영역에 대해서는 기업전체 또는 각 단위 사업부문별 평가를 바탕으로 각 영역별 KPI(Key Performance Index)와 KPI 영향도를 측정한다. 이러한 평가모델을 통해 시스템 도입과 활용의 전 과정을 고려하여 시스템이 업무 영역간의 재무적, 비재무적 성과에 미치는 영향을 분석할 수 있다.

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