• Title/Summary/Keyword: 자기-생성 알고리듬

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Construction of a Student-Generated Algorithm for Fraction Measurement Division (분수나눗셈을 해결하기 위한 학생들의 자기-생성 알고리듬 구성에 관한 연구)

  • Shin, Jae-Hong
    • School Mathematics
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    • v.12 no.3
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    • pp.439-454
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    • 2010
  • This study presents how two eighth grade students generated their own algorithms in the context of fraction measurement division situations by modifications of unit-segmenting schemes. Teaching experiment was adopted as a research methodology and part of data from a year-long teaching experiment were used for this report. The present study indicates that the two participating students' construction of reciprocal relationship between the referent whole [one] and the divisor by using their unit- segmenting schemes and its strategic use finally led the students to establish an algorithm for fraction measurement division problems, which was on par with the traditional invert-and-multi- ply algorithm for fraction division. The results of the study imply that teachers' instruction based on understanding student-generated algorithms needs to be accounted as one of the crucial characteristics of good mathematics teaching.

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A Study on Enhanced Self-Generation Supervised Learning Algorithm for Image Recognition (영상 인식을 위한 개선된 자가 생성 지도 학습 알고리듬에 관한 연구)

  • Kim, Tae-Kyung;Kim, Kwang-Baek;Paik, Joon-Ki
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.30 no.2C
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    • pp.31-40
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    • 2005
  • we propose an enhanced self-generation supervised algorithm that by combining an ART algorithm and the delta-bar-delta method. Form the input layer to the hidden layer, ART-1 and ART-2 are used to produce nodes, respectively. A winner-take-all method is adopted to the connection weight adaption so that a stored pattern for some pattern is updated. we test the recognition of student identification, a certificate of residence, and an identifier from container that require nodes of hidden layers in neural network. In simulation results, the proposed self-generation supervised learning algorithm reduces the possibility of local minima and improves learning speed and paralysis than conventional neural networks.

Carrier Frequency Offset Estimation Method for Single-Carrier MIMO Systems (단일 반송파 MIMO 시스템 기반의 PN 시퀀스를 이용한 반송파 주파수 오차 추정 기법)

  • Oh, Jong-Gyu;Kim, Joon-Tae
    • Proceedings of the Korean Society of Broadcast Engineers Conference
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    • 2012.07a
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    • pp.104-106
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    • 2012
  • 본 논문에서는 단일 반송파 MIMO 시스템 기반의 PN 시퀀스를 이용한 반송파 주파수 오차 추정 방법을 제안한다. 제안하는 방법은 송신되는 각각의 PN 시퀀스들의 위상을 회전시켜 전송하여, 일부 PN 시퀀스들이 서로 상쇄되어 버리는 것을 방지한다. 수신한 PN 시퀀스와 수신기에서 자체 생성한 PN 시퀀스의 공액곱셈 연산을 통해 변조를 제거한 뒤, 다수의 자기 상관기를 이용한 ML 알고리듬 계열의 L&R[3]을 이용하여 반송파 주파수 오차를 추정한다. 컴퓨터 모의실험을 통해, 송신 및 수신 안테나가 두 개인 $2{\times}2$ MIMO 시스템에 제안하는 기법을 적용하고 L&R 알고리듬을 이용하여 AWGN (Additive White Gaussian Noise) 채널에서의 분산 성능을 측정하였다. 그 결과 MIMO 시스템에서의 분산 성능이 SISO 시스템에서의 성능과거의 동일함을 보였다.

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Region-Growing Segmentation Algorithm for Rossless Image Compression to High-Resolution Medical Image (영역 성장 분할 기법을 이용한 무손실 영상 압축)

  • 박정선;김길중;전계록
    • Journal of the Institute of Convergence Signal Processing
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    • v.3 no.1
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    • pp.33-40
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    • 2002
  • In this paper, we proposed a lossless compression algorithm of medical images which is essential technique in picture archive and communication system. Mammographic image and magnetic resonance image in among medical images used in this study, proposed a region growing segmentation algorithm for compression of these images. A proposed algorithm was partition by three sub region which error image, discontinuity index map, high order bit data from original image. And generated discontinuity index image data and error image which apply to a region growing algorithm are compressed using JBIG(Joint Bi-level Image experts Group) algorithm that is international hi-level image compression standard and proper image compression technique of gray code digital Images. The proposed lossless compression method resulted in, on the average, lossless compression to about 73.14% with a database of high-resolution digital mammography images. In comparison with direct coding by JBIG, JPEG, and Lempel-Ziv coding methods, the proposed method performed better by 3.7%, 7.9% and 23.6% on the database used.

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Segmentation of Multispectral MRI Using Fuzzy Clustering (퍼지 클러스터링을 이용한 다중 스펙트럼 자기공명영상의 분할)

  • 윤옥경;김현순;곽동민;김범수;김동휘;변우목;박길흠
    • Journal of Biomedical Engineering Research
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    • v.21 no.4
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    • pp.333-338
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    • 2000
  • In this paper, an automated segmentation algorithm is proposed for MR brain images using T1-weighted, T2-weighted, and PD images complementarily. The proposed segmentation algorithm is composed of 3 step. In the first step, cerebrum images are extracted by putting a cerebrum mask upon the three input images. In the second step, outstanding clusters that represent inner tissues of the cerebrum are chosen among 3-dimensional(3D) clusters. 3D clusters are determined by intersecting densely distributed parts of 2D histogram in the 3D space formed with three optimal scale images. Optimal scale image is made up of applying scale space filtering to each 2D histogram and searching graph structure. Optimal scale image best describes the shape of densely distributed parts of pixels in 2D histogram and searching graph structure. Optimal scale image best describes the shape of densely distributed parts of pixels in 2D histogram. In the final step, cerebrum images are segmented using FCM algorithm with its initial centroid value as the outstanding clusters centroid value. The proposed cluster's centroid accurately. And also can get better segmentation results from the proposed segmentation algorithm with multi spectral analysis than the method of single spectral analysis.

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Carrier Frequency Offset Estimation Method for Single-Carrier MIMO Systems (단일 반송파 MIMO 시스템 기반의 PN 부호열을 이용한 반송파 주파수 오차 추정 기법)

  • Oh, Jong-Kyu;Kim, Joon-Tae
    • Journal of Broadcast Engineering
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    • v.17 no.5
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    • pp.864-875
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    • 2012
  • In this paper, we propose a carrier frequency offset estimation method for single-carrier MIMO systems. In the proposed method, phase rotated PN (Pseudo-Noise) sequences are transmitted to prevent a cancelling out of partial PN sequences. After removing a modulation of received PN sequences by multiplying of complex conjugated PN Sequences which are locally generated in receiver, a CFO (Carrier Frequency Offset) is accurately estimated by employing L&R method which is a kind of ML (Maximum Likelihood) estimation algorithm and uses multiple auto-correlatos. In addition, the frequency offset estimation scheme by using channel state information is proposed for accurate CFO estimation in time-varying Rayleigh channel. By performing computer simulations, MSE (Mean Square Error) performance of proposed method is almost same as MSE performance of SISO systems in AWGN channel. Moreover, MSE Performance of proposed method with using channel information is higher than MSE performances of SISO system and conventional method in time-varying Rayleigh channel.

Limitations of Site-Specificity in Minimal Art: Focusing on Donald Judd's works (미니멀 아트의 장소특정성의 한계 : 도널드 저드의 작품을 중심으로)

  • Park, Mi Ye
    • Journal of the Architectural Institute of Korea Planning & Design
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    • v.35 no.2
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    • pp.93-104
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    • 2019
  • Minimal art, which began to flourish in the mid-1960s, explores perceptual situations caused by the involvement of objects in given site contexts. This has led to the mentions of minimal art as a site-specific art, but its limitations have also been pointed out. This study specifically addresses the limitations of minimal art as a site-specific art with two perceptual points of view. First, according to Michael Fried, situations described as 'now here' focus largely on the bodily experiences of a place. However, they do not rooted in specific time and space of a certain place. Second, the unique characteristics of a certain place are excluded from the perception of the body which occupies the passage of time. Self-sufficient algorithm, which is far from site-specific conditions, is the autonomous system creating the period in the way of arrangement of objects. In addition, Minimal art regards a body only as the objectivity excluding the subjectivity which is essential creating meaning in a place. In the latter part of the article, these features are dealt with through Donald Judd's works. This study on site-specificity also provides a new perspective on the discussion of Minimal architecture and Minimal landscape.

Theoretical Investigations on Compatibility of Feedback-Based Cellular Models for Dune Dynamics : Sand Fluxes, Avalanches, and Wind Shadow ('되먹임 기반' 사구 역학 모형의 호환 가능성에 대한 이론적 고찰 - 플럭스, 사면조정, 바람그늘 문제를 중심으로 -)

  • RHEW, Hosahng
    • Journal of the Korean association of regional geographers
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    • v.22 no.3
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    • pp.681-702
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    • 2016
  • Two different modelling approaches to dune dynamics have been established thus far; continuous models that emphasize the precise representation of wind field, and feedback-based models that focus on the interactions between dunes, rather than aerodynamics. Though feedback-based models have proven their capability to capture the essence of dune dynamics, the compatibility issues on these models have less been addressed. This research investigated, mostly from the theoretical point of view, the algorithmic compatibility of three feedback-based dune models: sand slab models, Nishimori model, and de Castro model. Major findings are as follows. First, sand slab models and de Castro model are both compatible in terms of flux perspectives, whereas Nishimori model needs a tuning factor. Second, the algorithm of avalanching can be easily implemented via repetitive spatial smoothing, showing high compatibility between models. Finally, the wind shadow rule might not be a necessary component to reproduce dune patterns unlike the interpretation or assumption of previous studies. The wind shadow rule, rather, might be more important in understanding bedform-level interactions. Overall, three models show high compatibility between them, or seem to require relatively small modification, though more thorough investigation is needed.

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The Effect of Mean Brightness and Contrast of Digital Image on Detection of Watermark Noise (워터 마크 잡음 탐지에 미치는 디지털 영상의 밝기와 대비의 효과)

  • Kham Keetaek;Moon Ho-Seok;Yoo Hun-Woo;Chung Chan-Sup
    • Korean Journal of Cognitive Science
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    • v.16 no.4
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    • pp.305-322
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    • 2005
  • Watermarking is a widely employed method tn protecting copyright of a digital image, the owner's unique image is embedded into the original image. Strengthened level of watermark insertion would help enhance its resilience in the process of extraction even from various distortions of transformation on the image size or resolution. However, its level, at the same time, should be moderated enough not to reach human visibility. Finding a balance between these two is crucial in watermarking. For the algorithm for watermarking, the predefined strength of a watermark, computed from the physical difference between the original and embedded images, is applied to all images uniformal. The mean brightness or contrast of the surrounding images, other than the absolute brightness of an object, could affect human sensitivity for object detection. In the present study, we examined whether the detectability for watermark noise might be attired by image statistics: mean brightness and contrast of the image. As the first step to examine their effect, we made rune fundamental images with varied brightness and control of the original image. For each fundamental image, detectability for watermark noise was measured. The results showed that the strength ot watermark node for detection increased as tile brightness and contrast of the fundamental image were increased. We have fitted the data to a regression line which can be used to estimate the strength of watermark of a given image with a certain brightness and contrast. Although we need to take other required factors into consideration in directly applying this formula to actual watermarking algorithm, an adaptive watermarking algorithm could be built on this formula with image statistics, such as brightness and contrast.

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