• Title/Summary/Keyword: 표현밀도

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Noisy Speech Enhancement Based on Complex Laplacian Probability Density Function (복소 라플라시안 확률 밀도 함수에 기반한 음성 향상 기법)

  • Park, Yun-Sik;Jo, Q-Haing;Chang, Joon-Hyuk
    • Journal of the Institute of Electronics Engineers of Korea SP
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    • v.44 no.6
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    • pp.111-117
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    • 2007
  • This paper presents a novel approach to speech enhancement based on a complex Laplacian probability density function (pdf). With a use of goodness-of-fit (GOF) test we show that the complex Laplacian pdf is more suitable to describe the conventional Gaussian pdf. The likelihood ratio (LR) is applied to derive the speech absence probability in the speech enhancement algorithm. The performance of the proposed algorithm is evaluated by the objective test and yields better results compared with the conventional Gaussian pdf-based scheme.

Multi-hierarchical Density-based Clustering Method (다계층 밀도기반 군집화 기법)

  • Shin, Dong Mun;Jung, Suk Ho;Yi, Gyeong Min;Lee, Dong Gyu;Sohn, GyoYong;Ryu, Keun Ho
    • Proceedings of the Korea Information Processing Society Conference
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    • 2009.11a
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    • pp.797-798
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    • 2009
  • 군집화는 대용량의 데이터로부터 유용한 정보를 추출하는 데에 적합한 데이터마이닝 기법들 중 하나이다. 군집화 기법은 주어진 데이터그룹 내에서 사전정보 없이 의미있는 지식을 발견할 수 있으므로 큰 어려움이 없이 실제 응용분야에 적용할 수 있다. 또한, 대용량 데이터를 다룰 때에 개별적인 데이터에 대한 접근 횟수를 줄이고, 알고리즘이 다루어야 할 데이터 구조의 크기를 줄일 수 있다. 본 논문에서는 밀도-기반 군집화 기법을 기반으로 하는 새로운 군집화 기법을 제안한다. 우리가 제안하는 군집화 기법은 반복적인 군집화 과정을 통하여 군집 내 주변 잡음을 제거하고 더 세밀하게 집단을 세분화하는 것이 가능하다. 또한, 군집을 표현하는 데에 계층구조로 나타내어 각 군집의 상관관계를 파악하는 데에 유리하다. 본 논문에서 제안하는 군집화 기법을 통하여 다양한 밀도를 가진 군집들을 효과적으로 분류할 수 있을 거라고 기대된다.

Density Estimation Technique for Effective Representation of Light In-scattering (빛의 내부산란의 효과적인 표현을 위한 밀도 추정기법)

  • Min, Seung-Ki;Ihm, In-Sung
    • Journal of the Korea Computer Graphics Society
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    • v.16 no.1
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    • pp.9-20
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    • 2010
  • In order to visualize participating media in 3D space, they usually calculate the incoming radiance by subdividing the ray path into small subintervals, and accumulating their respective light energy due to direct illumination, scattering, absorption, and emission. Among these light phenomena, scattering behaves in very complicated manner in 3D space, often requiring a great deal of simulation efforts. To effectively simulate the light scattering effect, several approximation techniques have been proposed. Volume photon mapping takes a simple approach where the light scattering phenomenon is represented in volume photon map through a stochastic simulation, and the stored information is explored in the rendering stage. While effective, this method has a problem that the number of necessary photons increases very fast when a higher variance reduction is needed. In an attempt to resolve such problem, we propose a different approach for rendering particle-based volume data where kernel smoothing, one of several density estimation methods, is explored to represent and reconstruct the light in-scattering effect. The effectiveness of the presented technique is demonstrated with several examples of volume data.

A Study on the Measurement of Physical Properties for Miscellaneous Cereal Crops Sorting (잡곡 선별을 위한 물성 측정에 관한 연구)

  • Kim, Hoon;Lee, Hyo-Jai;Han, Jae Woong
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.21 no.10
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    • pp.354-360
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    • 2020
  • This study examined the factors for sorting miscellaneous cereal crops using a rice-sorting device by analyzing the physical characteristics according to the moisture content. The initial moisture contents of miscellaneous cereal were 16.3, 19.8, and 16.5%, respectively. The samples were used in the experiment after drying to five levels. The width, length, and area of the samples increased with increasing moisture content except for the roundness, and all the prediction models were developed with a first-order linear equation. The bulk density of Italian millet and sorghum increased with increasing moisture content, whereas the bulk density of common millet was unaffected by the change in moisture content. The terminal velocity of the samples increased with increasing moisture content, and a first-order linear equation was used to develop the prediction models. The measured physical properties of the miscellaneous cereal crops based on the changes in the moisture content could be expressed using a first-order experimental model equation. Therefore, the rice-sorting device could be applied to the terminal velocity, but the other device applying the geometrical characteristics and bulk density was required to change the design of the process depending on the type of grain.

A Development of lidar data Filtering for Contour Generation (등고선 제작을 위한 라이다 데이터의 필터링 알고리즘 개발 및 적용)

  • Wie, Gwang-Jae;Kim, Eun-Young;Kang, In-Gu;Kim, Chang-Woo
    • Journal of the Korean Society of Surveying, Geodesy, Photogrammetry and Cartography
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    • v.27 no.4
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    • pp.469-476
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    • 2009
  • The new laser scanning technology allows to attain 3D information faster with higher accuracy on surface ground, vegetation and buildings of the earth surface. This acquired information can be used in many areas after modifying them appropriately by users. The contour production for accurate landform is an advanced technology that can reveal the mountain area landscapes hidden by the trees in detail. However, if extremely precise LiDAR data is used in constructing the contour, massive-sized data intricates the contour diagram and could amplify the data size inefficiently. This study illustrates the algorithm producing contour that is filtered in stages for more efficient utilization using the LiDAR contour produced by the detailed landscape data. This filtering stages allow to preserve the original landscape shape and to keep the data size small. Point Filtering determines the produced contour diagram shape and could minimize data size. Thus, in this study we compared experimentally filtered contour with the current digital map(1:5,000).

A Method of Evaluating the Spatial Difference between Two Numerical Surfaces (두 개의 수치 평면에 대한 공간적 차이의 측정 방법)

  • Lee Jung-Eun;Sadahiro Yukio
    • Journal of the Korean Geographical Society
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    • v.41 no.2 s.113
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    • pp.212-226
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    • 2006
  • Surface data generally represent continuous distribution of geographical or social phenomena of a region in urban analysis. Instances include distribution of temperature, population of region, and various distributions related to human activities. When spatial data are given in the form of surface, surface comparison is required as a way of comprehending the surface change or the relationship between two surfaces. As for previous approaches of surface comparison, there are visualization, quantitative methods and qualitative method. All those approaches, however, show the difference between two surfaces in a limited way. Especially, they are not able to distinguish spatial difference between two surfaces. To overcome such problem, this paper proposes a method of comparing two surfaces in terms of their spatial structure. Main concept of the method comes from earth moving problem and the method is named minimum surface transformation, here. When a surface is transformed into another, total surface volume moved in the process of transformation should be the minimum. Both quantitative and spatial differences between two surfaces are evaluted by total surface volume moved and the distribution of moved surface volume of each cell respectively. The method is applied to hypothetical and actual data. From the former, it is understood that the method explains how two surfaces are quantitatively and spatially different. The result of the latter shows that moved total surface volume decreases as time goes by which fits the actual situation that population change rate gets smaller. Concerning the other measure of surface difference, the distribution of $X_{ij}$ describes detailed flow of surface volume than that of simply subtracting surface volume by indicating to what direction the population change occurs.

Laokoon-Streit und Falconets (라오콘 논쟁과 에티엔 모리스 팔코네의 <크로토나의 밀로>)

  • Kim, Jung-Rak
    • The Journal of Art Theory & Practice
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    • no.1
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    • pp.145-168
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    • 2003
  • Im 18. Jahrhundert stritt man urn allgemeing$\"{u}$ltige Kriterien f$\"{u}$r die Kunstkritik, welche ebenda aufzubl$\"{u}$hen begann. Im Zentrum dieser Auseinandersetzung, die uns als "Laokoon-streit" bekannt ist, befanden sich Johann Joachim Winckelmann einerseits und ein franz$\"{o}$sischer Bildhauer Etienne-Maurice Falconet(1716-1791) andererseits. Die beiden waren von ganz unterschiedlichen Kunstideen $\"{u}$berzeugt. Obwohl sie niemals zusammentraf, fielen sie in eine heftige schriftliche Diskussion. Wie bekannt, vertrat Winckelmann den aufkommenden Klassizismus. Er setzte die griechische Kunst auf die h$\"{o}$chste Rangstufe auf und bezeichnet sie als Tr$\"{a}$ger der sogenannten "edlen Einfalt und stillen Gr$\"{o}{\beta}$e, die sonst in der Natur verborgen bleibe. Nach Winckelmann sollte der K$\"{u}$nstler die griechischen Vorbilder wie Apollo von Belvedere und Laokoon nachahmen, um das wesentlich Sch$\"{o}$ne zu erlernen. Falconet $\"{u}$bte eine scharfe Kritik gegen die Meinung Winckelmanns und die Diletantismus in der Kunstkritik aus. Selbst als Theoretiker warf er vor, dass die Klassizisten um ihr dogmatisch struktuiertes Lehrgeb$\"{a}$ude willen alle andere Eigenschaften der Kunst sowie Kunstwerke $\"{u}$bersahen und ihre Apotheose der klassischen Kunst auf die Entwicklung der Kunst eher als Hindernis wirkte. Im besonderen Hinblick auf den Ausdruck der menschlichen Leidenschaft distanzierte Falconet sich von der Lehrmeinung des Klassizismus, n$\"{a}$mlich Zur$\"{u}$ckhaltung derselben Leidenschaft wegen der idealen Sch$\"{o}$nheit. Vor dem Laokoon teilten Falconet und die Klassizisten ihre Meinung un$\"{u}$berbr$\"{u}$ckbar voneinander. F$\"{u}$r diese war der Laokoon die Repr$\"{a}$sentation des erhabenen Menschen, der leidet, ohne seinen Affekt zu enth$\"{u}$llen. Im Gegensatz sah Falconet in demselben Werk einen erlungenen Ausdruck des menschlichen Gef$\"{u}$hls. Sein Deb$\"{u}$twerk ist also die Visualisierung seiner Kunstauffassung. Unter Einfluss Pierre Pugets sowie seines Lehrers Jean-Baptiste Lemoyne bem$\"{u}$ht er sich darum, den Ausdruck der menschlichen Leidenschaft durch kunsttechnische Leistung und wissenschaftliche Forschung zu erstarken. Daraus ergab sich die expressive Ausdrucksform des Affekts. In diesem Fall verband sich Falconet mit der Tradition des barocken Kunstwollens, aber er ging einen Schritt weiter, indem er die Ausdrucksweise noch realistischer und lebendiger zu machen vermag. Faconet war vielleicht der einzige K$\"{u}$nstler, der Vorteile det barocken Kunst ausnut zen konnte, ohne dabei die klassische und realistische Formensprache zu verlieren. Dutch sein Werk und seine theoretischen Schriften er$\"{o}$ffnete er neue Prinzipien sowohl f$\"{u}$r die Kunstpraxis als auch f$\"{u}$r die Kunstkritik, deren wesentliche Sinn jedoch erst in der Romantik anerkannt wurde.

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An Efficient Data Centric Storage Scheme with Non-uniformed Density of Wireless Sensor Networks (센서의 불균일한 배포밀도를 고려한 효율적인 데이터 중심 저장기법)

  • Seong, dong-ook;Lee, seok-jae;Song, seok-il;Yoo, jae-soo
    • Proceedings of the Korea Contents Association Conference
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    • 2007.11a
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    • pp.135-139
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    • 2007
  • Recently Data Centric Storage (DCS) schemes are variously studied for several applications (e.g. natural environment investigation, military application systems and environmental changes monitoring). In DCS scheme, data is stored at nodes within the network by name. There are several drawbacks in the existing schemes. The first is the inefficiency of the range query processing on not considered the locality of store point. the second is the non-homogeneity of store load of each sensors in case of the sensor distribution density is non-uniformed. In this paper, we propose a novel data centric storage scheme with the sensor distribution density which satisfied with the locality of data store location. This scheme divides whole sensor network area using grid and distributes the density bit map witch consist of the sensor density information of each cell. sensors use the density bit map for storing and searching the data. We evaluate our scheme with existing schemes. As a result, we show improved load balancing and more efficient range query processing than existing schemes in environment which sensors are distributed non-uniform.

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Lateral Behavior of Group Pile in Sand (사질토 지반에서 군말뚝의 수평거동에 관한 연구)

  • 김영수;김병탁
    • Journal of the Korean Geotechnical Society
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    • v.16 no.1
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    • pp.117-129
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    • 2000
  • This paper discusses the lateral behavior of group pile in homogeneous and non- homogeneous (two layered) soil. In the group pile, the model tests were to investigate the effects on spacing-to-diameter ratio of pile, pile array, ratio of pile spacing, constraint condition of pile tip, eccentric load and ground condition. The group efficiency and lateral deflection induced in active piles were found to be highly dependent on the spacing-to-diameter ratio of pile, number of pile. Lateral bearing capacities in the group piles of fixed tip, in the case of 6D spacing and $3\times3$ array, were 40-100% higher than those in the group pile of free tip. Based on the results obtained, a spacing-to-diameter of 6.0 seems to be large enough to eliminate the group effect for the case of relative density of 61.8% and 32.8%, and then each pile in such a case behaves essentially the same as a single pile. However, in the case of dense sand, it can be estimated that a spacing-to-diameter of 8.0 seems to be large enough to eliminate the group effect. In this study the group efficiency is illustrated in experimental function with spacing-to-diameter, S/D, relative density and number of pile. The distribution of shear force in lead row piles, in the case of 3$\times$3 array group pile, was 41.6-52.4% for 3D spacing and 34-40% for 6D spacing, respectively. The shadowing effect for the parallel direction of lateral loading appears to be more significant than the one for the perpendicular direction of lateral loading.

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Static Behavior of Gravelly Soil with State Parameter (상태정수에 따른 자갈질 흙의 정적거동)

  • Heo, Seungbeom;Yoon, Yeowon;Kim, Woosoon;Kim, Jaeyoun
    • Journal of the Korean GEO-environmental Society
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    • v.11 no.8
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    • pp.5-14
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    • 2010
  • Recent researches on the behavior of gravelly soils have been focused mainly on the relative density or on the gravel content. And some researchers presented the liquefaction behavior based on the relative density whereas others based on the gravel content of gravelly soil. However the relative densities vary with gravel content and relative density is not enough to fully express the behavior of gravelly soils. Therefore in this research state parameter which considers void ratio and effective confining pressure is introduced and Steady State Line(SSL) of gravelly soils for various gravel content are determined by undrained triaxial tests in order to express the behavior of gravelly soils. From the research the position of SSL moved downward with gravel content. And the same density of soil showed dense sand behavior or loose sand behavior depending upon the confining pressure. Especially relative density 80% of gravelly soil showed loose sand behavior under high confining pressure. However the gravelly soils with similar state parameters showed similar stress behaviors. It can bee seen that state parameter is useful tool to evaluate undrained behavior of gravelly soils. Also state parameter and undrained strength showed good correlations.