• 제목/요약/키워드: K-mapping

검색결과 4,374건 처리시간 0.033초

COSMO-SkyMed 2 Image Color Mapping Using Random Forest Regression

  • Seo, Dae Kyo;Kim, Yong Hyun;Eo, Yang Dam;Park, Wan Yong
    • 한국측량학회지
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    • 제35권4호
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    • pp.319-326
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    • 2017
  • SAR (Synthetic aperture radar) images are less affected by the weather compared to optical images and can be obtained at any time of the day. Therefore, SAR images are being actively utilized for military applications and natural disasters. However, because SAR data are in grayscale, it is difficult to perform visual analysis and to decipher details. In this study, we propose a color mapping method using RF (random forest) regression for enhancing the visual decipherability of SAR images. COSMO-SkyMed 2 and WorldView-3 images were obtained for the same area and RF regression was used to establish color configurations for performing color mapping. The results were compared with image fusion, a traditional color mapping method. The UIQI (universal image quality index), the SSIM (structural similarity) index, and CC (correlation coefficients) were used to evaluate the image quality. The color-mapped image based on the RF regression had a significantly higher quality than the images derived from the other methods. From the experimental result, the use of color mapping based on the RF regression for SAR images was confirmed.

차량 네트워크 시스템을 위한 노드 매핑 기반 FlexRay-CAN 게이트웨이 구현 (Implementation of Node Mapping-based FlexRay-CAN Gateway for In-vehicle Networking System)

  • 배용경;김만호;이석;이경창
    • 한국자동차공학회논문집
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    • 제19권6호
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    • pp.37-45
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    • 2011
  • As vehicles become more intelligent, in-vehicle networking (IVN) systems such as controller area network (CAN) or FlexRay are essential for convenience and safety of drivers. To expand the applicability of IVN systems, attention is currently being focused on the communication between heterogeneous networks such as body networking and chassis networking systems. A gateway based on message mapping method was developed to interconnect FlexRay and CAN networks. However, this type of gateways has the following shortcomings. First, when a message ID was changed, the gateway must be reloaded with a new mapping table reflecting the change. Second, if the number of messages to be transferred between two networks increase, software complexity of gateway increases very rapidly. In order to overcome these disadvantages, this paper presents FlexRay-CAN gateway based on node mapping method. More specifically, this paper presents a node mapping based FlexRay-CAN gateway operation algorithm along with the experimental evaluation for ID change.

변분법을 이용한 명암도 변환 함수 획득 방법 (A Method of Deriving an Intensity Mapping Function by Using The Variational Technique)

  • 김준형;노창균;고성제
    • 대한전자공학회논문지SP
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    • 제48권5호
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    • pp.10-15
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    • 2011
  • 히스토그램 평활화 방법은 영상의 대조비를 개선시키는 효과적인 방법이다. 하지만 이 방법은 과도한 대조비 향상이나 잡음을 증폭시키는 것과 같은 의도하지 않은 결함을 발생시킬 수 있다. 이러한 결함은 히스토그램 평활화 방법에서 사용되는 명암도 변환 함수를 조절함으로써 감소시킬 수 있다. 본 논문에서는 명암도 변환 함수를 조절하는 문제를 변분법을 사용하여 접근하였다. 이를 위하여 범함수를 정의하고 그 범함수를 최소화하여 명암도 변환 함수를 계산한다. 제안하는 방법을 적용하여 얻은 명암도 변환 함수를 사용하면 눈에 보이는 결함 없이 영상의 대조비를 개선시킬 수 있음을 실험결과로부터 확인할 수 있다.

n-way Set Associative Cache와 Fully Associative Cache성능 분석 (Performance Analysis of n-way Associative Cache and Fully Associative Cache)

  • 조용훈;김정선
    • 한국정보처리학회논문지
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    • 제4권3호
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    • pp.802-810
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    • 1997
  • 본 논문에서는 n-way Set Associative Cache와 Fully Associative Cache의 유용성 검증을 위하여 direct mapping,2_,4_,16_way set associative mapping 뿐만 아니라 32_, 64_,128_,256_,512_,1024_,2048_,그리고4096_way set assiciative mapping을 사용하는 캐취 의 성능을 제안된 시뮬레이터 프로그램을 실행시켜 분석한다. 일반적으로 캐쉬 메모리 내에있는 하나의 라인보호 내에 수용 가능한 주기억장치의 라인 수 n이 커짐에 따라 그 성능 선형적으로 개선될 것으로 기대되지만, 본 논문의 분석에 따르면 512K 이상의 대용량 캐쉬에서는 n의 변화에 따른 성능 개선이 거의 없는 상태였고 소용량 캐쉬의 경우에도 사용된 라이사이즈가 작은 경우 그 성능개선이 미미하였으며 라인사이즈가 비교적 큰 캐쉬에서는 괄목할 만한 성능개선이 있음을 확인하였다.

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Dynamic knowledge mapping guided by data mining: Application on Healthcare

  • Brahami, Menaouer;Atmani, Baghdad;Matta, Nada
    • Journal of Information Processing Systems
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    • 제9권1호
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    • pp.1-30
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    • 2013
  • The capitalization of know-how, knowledge management, and the control of the constantly growing information mass has become the new strategic challenge for organizations that aim to capture the entire wealth of knowledge (tacit and explicit). Thus, knowledge mapping is a means of (cognitive) navigation to access the resources of the strategic heritage knowledge of an organization. In this paper, we present a new mapping approach based on the Boolean modeling of critical domain knowledge and on the use of different data sources via the data mining technique in order to improve the process of acquiring knowledge explicitly. To evaluate our approach, we have initiated a process of mapping that is guided by machine learning that is artificially operated in the following two stages: data mining and automatic mapping. Data mining is be initially run from an induction of Boolean case studies (explicit). The mapping rules are then used to automatically improve the Boolean model of the mapping of critical knowledge.

STRONG CONVERGENCE OF COMPOSITE ITERATIVE METHODS FOR NONEXPANSIVE MAPPINGS

  • Jung, Jong-Soo
    • 대한수학회지
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    • 제46권6호
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    • pp.1151-1164
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    • 2009
  • Let E be a reflexive Banach space with a weakly sequentially continuous duality mapping, C be a nonempty closed convex subset of E, f : C $\rightarrow$C a contractive mapping (or a weakly contractive mapping), and T : C $\rightarrow$ C a nonexpansive mapping with the fixed point set F(T) ${\neq}{\emptyset}$. Let {$x_n$} be generated by a new composite iterative scheme: $y_n={\lambda}_nf(x_n)+(1-{\lambda}_n)Tx_n$, $x_{n+1}=(1-{\beta}_n)y_n+{\beta}_nTy_n$, ($n{\geq}0$). It is proved that {$x_n$} converges strongly to a point in F(T), which is a solution of certain variational inequality provided the sequence {$\lambda_n$} $\subset$ (0, 1) satisfies $lim_{n{\rightarrow}{\infty}}{\lambda}_n$ = 0 and $\sum_{n=0}^{\infty}{\lambda}_n={\infty}$, {$\beta_n$} $\subset$ [0, a) for some 0 < a < 1 and the sequence {$x_n$} is asymptotically regular.

초등과학수업에서 마인드 맵 활용에 대한 탐색 (The Investigation about using Mind Mapping in the Elementary Science Education Lessons)

  • 박주현;문병찬;송진여
    • 대한지구과학교육학회지
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    • 제2권1호
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    • pp.80-90
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    • 2009
  • The purpose of this study is to investigate the characteristics of the mind maps which were drawn with pencil or color pens by elementary students. For this study, 31 students of the 6th grade were selected and trained mind mapping. After training, the subjects had drawn mind maps with color pens about the ROCK for 15minutes and drew mind maps with pencil after 2days of mind mapping using color pens. In addition to activities of mind mapping, the students handed in their papers which were written one's impression of drawing two kinds of mind mapping. The results were follows: First, in central circle which was linked words connected firstly with ROCK as key word, the difference of 2kinds mind maps were little showed in the quantity and quality of the words, branches and their adequacy. Second, the mind maps using pencils had more words, branches and images than mind maps of using color pens in the whole assessment. Third, the most students suggested that the mind mapping using pencil were advantage to economy of time, retouching words and branches, also the mind mapping using pencil made the students relax the strain for drawing it because of retouching possibility. Consequently, the results of this study suggest the mind mapping using pencil has advantage effect on the purpose of gaining students' thinking abundantly and economy of time in elementary science classes.

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타워형 태양열발전을 위한 열유속 분포 측정기술 개발 (Development of Flux Mapping Technique for the Solar Power Tower Plant)

  • 채관교;이현진;김종규;윤환기;이상남;강용혁;서태범
    • 한국태양에너지학회:학술대회논문집
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    • 한국태양에너지학회 2012년도 춘계학술발표대회 논문집
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    • pp.274-279
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    • 2012
  • Daegu Solar Power Tower Plant of 200 kW thermal capacity was developed for the first time in Korea, 2011. Measurement of the heat flux distribution is essential to evaluate the solar energy concentrated by reflectors and to design a suitable receiver. The flux mapping technique, which uses a radiometer and a diffuse plate, is common for measurement of the heat flux distribution. Because the solar power tower plant has a wide concentration area, the flux mapping technique using a fixed diffuse plate is difficult to apply. Therefore, the flux distribution in the solar power tower plant should be measured by the flux mapping technique using a small moving bar. In this study, we measured flux distributions with the moving-bar system developed at the KIER solar furnace and evaluated its applicability for the solar power tower plant.

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ON THE STABILITY OF AN n-DIMENSIONAL QUADRATIC EQUATION

  • Jun, Kil-Woung;Lee, Sang-Baek
    • 충청수학회지
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    • 제20권1호
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    • pp.23-29
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    • 2007
  • Let X and Y be vector spaces. In this paper we prove that a mapping $f:X{\rightarrow}Y$ satisfies the following functional equation $${\large}\sum_{1{\leq}k<l{\leq}n}\;(f(x_k+x_l)+f(x_k-x_l))-2(n-1){\large}\sum_{i=1}^{n}f(x_i)=0$$ if and only if the mapping f is quadratic. In addition we investigate the generalized Hyers-Ulam-Rassias stability problem for the functional equation.

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Library-based Mapping of Application to Reconfigurable Array Architecture

  • Han, Kyu-Seung;Choi, Ki-Young
    • JSTS:Journal of Semiconductor Technology and Science
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    • 제9권4호
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    • pp.209-215
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    • 2009
  • Reconfigurable array architecture is recently attracting much attention. It is a flexible hardware architecture, which can dynamically change its configuration to execute various functions while maintainning high performance. However, pursuing flexibility and performance at the same time leads to complexity, thereby makes the mapping of applications a difficult process. There have been attempts to use compiler or high level synthesis techniques to solve the problem. In this paper, we propose yet another method, which uses libraries for the mapping to provide an abstracttion of the internal structure and at the same time to reduce the development time and efforts through the automated process. We have selected a JPEG decoder as an example to apply the proposed method. As a result, we obtained about 20% less performance compared to manual mapping but development time is dramatically reduced to less than 1%.