• Title/Summary/Keyword: smoothing 효과

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Smoothing Effect in X-ray Microtomogram and Its Influence on the Physical Property Estimation of Rocks (X선 토모그램의 Smoothing 효과가 암석의 물성 예측에 미치는 영향 분석)

  • Lee, Min-Hui;Keehm, Young-Seuk
    • Geophysics and Geophysical Exploration
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    • v.12 no.4
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    • pp.347-354
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    • 2009
  • Physical properties of rocks are strongly dependant on details of pore micro-structures, which can be used for quantifying relations between physical properties of rocks through pore-scale simulation techniques. Recently, high-resolution scan techniques, such as X-ray microtomography and high performance computers make it possible to calculate permeability from pore micro-structures of rocks. We try to extend this simulation methodology to velocity and electrical conductivity. However, the smoothing effect during tomographic inversion creates artifacts in pore micro-structures and causes inaccurate property estimation. To mitigate this artifact, we tried to use sharpening filter and neural network classification techniques. Both methods gave noticeable improvement in pore structure imaging and accurate estimation of permeability and electrical conductivity, which implies that our method effectively removes the smoothing effect in pore structures. However, the calculated velocities showed only incremental improvement. By comparison between thin section images and tomogram, we found that our resolution is not high enough, and it is mainly responsible for the inaccuracy in velocity despite the successful removal of the smoothing effect. In conclusion, our methods can be very useful for pore-scale modeling, since it can create accurate pore structure without the smoothing effect. For accurate velocity estimation, the resolution of pore structure should be at least three times higher than that for permeability simulation.

Halftone Noise Removal in Scanned Images using HOG based Adaptive Smoothing Filter (HOG 기반의 적응적 평활화를 이용한 스캔된 영상의 하프톤 잡음 제거)

  • Hur, Kyu-Sung;Baek, Yeul-Min;Kim, Whoi-Yul
    • Journal of Broadcast Engineering
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    • v.17 no.2
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    • pp.316-324
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    • 2012
  • In this paper, a novel descreening method using HOG(histogram of gradient)-based adaptive smoothing filter is proposed. Conventional edge-oriented smoothing methods does not provide enough smoothing to the halftone image due to the edge-like characteristic of the halftone noise. Moreover, clustered-dot halftoning method, which is commonly used in printing tends to create Moire pattern because of the intereference in color channels. Therefore, the proposed method uses HOG to distinguish edges and the amount of smoothing to be performed on the halftone image is then calculated according to the magnitude of the HOG in the edge and edge normal orientation. The proposed method was tested on various scanned halftone materials, and the results show that it effectively removes halftone noises as well as Moire pattern while preserving image details.

The Effect of Mesh Reordering on Laplacian Smoothing for Nonuniform Memory Access Architecture-based High Performance Computing Systems (NUMA구조를 가진 고성능 컴퓨팅 시스템에서의 메쉬 재배열의 라플라시안 스무딩에 대한 효과)

  • Kim, Jbium
    • Journal of the Institute of Electronics and Information Engineers
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    • v.51 no.3
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    • pp.82-88
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    • 2014
  • We study the effect of mesh reordering on Laplacian smoothing for parallel high performance computing systems. Specifically, we use the Reverse-Cuthill McKee algorithm to reorder meshes and use Laplacian Smoothing to improve the mesh quality on Nonuniform memory access architecture-based parallel high performance computing systems. First, we investigate the effect of using mesh reordering on Laplacian smoothing for a single core system and extend the idea to NUMA-based high performance computing systems.

An Adaptive Smoothing for Moire Region using Analysis of Halftone Patterns Interference in Color Inverse Halftoning (칼라 역 해프토닝에서 해프톤 패턴 간섭 분석에 의한 모아레 영역의 적응적 평활화 방법)

  • 한영미;김종민;김민환
    • Journal of Korea Multimedia Society
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    • v.5 no.3
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    • pp.263-271
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    • 2002
  • In this paper, we propose a new smoothing method for removing moire patterns using analysis of halftone patterns interference. The proposed method can determine a strength of moire patterns by using gray values of pixels and the size of smoothing mask for moire region is adjusted adaptively according to the strength of moire patterns. Therefore it can remove moire patterns effectively and preserve meaningful high frequencies well, such as edges and textures. The proposed method only refer to predefined lookup table to determine the strength of moire patterns, so it is more efficient than a previous work based on FFT of subblock. It could be applied to field of various multimedia applications that deal with color prints.

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Context-adaptive Smoothing for Speech Synthesis (음성 합성기를 위한 문맥 적응 스무딩 필터의 구현)

  • 이기승;김정수;이재원
    • The Journal of the Acoustical Society of Korea
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    • v.21 no.3
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    • pp.285-292
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    • 2002
  • One of the problems that should be solved in Text-To-Speech (TTS) is discontinuities at unit-joining points. To cope with this problem, a smoothing method using a low-pass filter is employed in this paper, In the proposed soothing method, a filter coefficient that controls the amount of smoothing is determined according to contort information to be synthesized. This method efficiently reduces both discontinuities at unit-joining points and artifacts caused by undesired smoothing. The amount of smoothing is determined with discontinuities around unit-joins points in the current synthesized speech and discontinuities predicted from context. The discontinuity predictor is implemented by CART that has context feature variables. To evaluate the performance of the proposed method, a corpus-based concatenative TTS was used as a baseline system. More than 6075 of listeners realized that the quality of the synthesized speech through the proposed smoothing is superior to that of non-smoothing synthesized speech in both naturalness and intelligibility.

An effective filtering for noise smoothing using the area information of 3D mesh (3차원 메쉬의 면적 정보를 이용한 효과적인 잡음 제거)

  • Hyeon, Dae-Hwan;Choi, Jong-Soo
    • Journal of the Institute of Electronics Engineers of Korea SP
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    • v.44 no.2 s.314
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    • pp.55-62
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    • 2007
  • This paper proposes method to get exquisite third dimension data removing included noise by error that occur in third dimension reconstruction through camera auto-calibration. Though reconstructing third dimension data by previous noise removing method, mesh that area is wide is happened problem by noise. Because mesh's area is important, the proposed algorithm need preprocessing that remove unnecessary triangle meshes of acquired third dimension data. The research analyzes the characteristics of noise using the area information of 3-dimensional meshes, separates a peek noise and a Gauss noise by its characteristics and removes the noise effectively. We give a quantitative evaluation of the proposed preprocessing filter and compare with the mesh smoothing procedures. We demonstrate that our effective preprocessing filter outperform the mesh smoothing procedures in terms of accuracy and resistance to over-smoothing.

Moderating effects of Income Smoothing on the relationship between managerial ability and manager compensation (경영자 능력과 경영자 보상의 관련성에 이익유연화가 미치는 조절효과)

  • Lee, Eun-Ju;Hwang, Sung-Jun
    • Journal of Digital Convergence
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    • v.19 no.12
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    • pp.321-329
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    • 2021
  • A measure of managerial ability was derived using DEA, a measure of management efficiency, and the correlation coefficient between discretionary accrual and non-discretionary accrual, net income and operating cash flow standard deviation was used as a proxy for income smoothing. verified. In addition, the manager's compensation was used by taking the natural logarithm of the cash compensation per manager. The analysis results are summarized as follows. The analysis period for hypothesis testing is from 2004 to 2017, as a result of the hypothesis analysis of the correlation with the level of manager's compensation, it was suggested that the income smoothing behavior decreased the performance-based compensation and increased the performance-controlled compensation. This can be said to be the result of indirectly confirming that additional compensation is differentially paid for income smoothing. This study has a contribution to the study by empirically analyzing whether income smoothing affects the relationship between managerial ability and managerial compensation. However, although a number of previous studies empirically analyzed that there are upper and lower bounds for manager compensation, there is limitations that could not be analyzed for asymmetric compensation due to income smoothing is expected to expand.

Language Model Smoothing for Korean Morpheme Recovery (한국어 형태소 복원을 위한 언어모델의 평탄화(smoothing))

  • Lee, Daniel;Kim, Bo-Gyum;Lee, Jae-Sung
    • Proceedings of the Korean Information Science Society Conference
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    • 2012.06b
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    • pp.309-311
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    • 2012
  • 형태소 복원은 형태소 분석의 한 단계로 문장에 나타난 형태소의 변형 현상을 분석하여 규칙화하고 이를 이용하여 형태소 원형을 복원하는 것이다. 본 논문에서는 형태소 품사 부착 말뭉치로부터 다양한 형태소 변화 규칙을 학습하여 효과적으로 형태소 원형을 복원하기 위한 계산 방법을 비교한다. 이를 위해 계산 모델, 한글 코드, 학습 자료를 다르게 하여 학습하고 그에 따른 성능을 비교 분석한다.

Effects of Speckle Filtering on Synthetic Aperture Radar (SAR) Imagery (레이더 영상자료의 Speckle 필터링 효과)

  • 이규성
    • Korean Journal of Remote Sensing
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    • v.12 no.2
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    • pp.155-168
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    • 1996
  • Speckle noise has been a primary concern to many applications of synthetic aperture radar (SAR) imagery. In recent years, several satellites with radar imaging systems were launched and the use of SAR data are expected to be increased rapidly The objectives of this study are to provide introductory understanding on radar speckle filtering and to compare the effects of several filtering methods that are relatively unknown to user community. Two study sites were extracted from the RADARSAT SAR data obtained over the suburban areas near Seoul. The study sites include relatively homogeneous cover types, such as reservoir, parking lot, rice pad, and deciduous forest. Five filters (mean filter, median filter, sigma filter, local statistics filter, and autocorrelation filter) were applied to the SAR imagery and their effects were evaluated from the aspects of both image smoothing and edge preservation. In overall, the evaluation results indicate that the local statistics filter and autocorrelation filter, that are based on a speckle model, are more effective to suppress speckle within homogeneous cover type while maintaining the edge sharpness between cover types.

The effect of managerial ability on income smoothing (경영자 능력이 이익유연화에 미치는 영향)

  • Lee, Eun-Ju
    • Journal of Digital Convergence
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    • v.18 no.6
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    • pp.157-166
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    • 2020
  • Firms perform various actions that affect management performance measurement by managing the volatility and capital cost of reported income through income smoothing. This study attempted to analyze with a focus on the relationship between managerial competence and income smoothing. Therefore, this study attempted to analyze and focus on the relationship between managerial competency and profit softening using a measure of managerial competency presented in Demerjian et al. (2012). The results of the analysis are as follows. It was confirmed that there was a significant positive relationship between manager ability and income smoothing at the 1% level. When managers make income, it can be interpreted that managers with superior ability can make profits better by accurately predicting the future. It is the same result as the expectation of this study that managers with excellent ability have high incentives to soften profits by reducing profit volatility through more accurate forecasting. Therefore, this study empirically analyzed that managers with excellent abilities are more effective in implementing income smoothing strategies.