• Title/Summary/Keyword: 커넬

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The Efficient Memory Mapping of FPGA Implementation for Real-Time 2-D Discrete Wavelet Transform (실시간 이차원 웨이블릿 변환의 FPGA 구현을 위한 효율적인 메모리 사상)

  • 김왕현;서영호;김종현;김동욱
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.26 no.8B
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    • pp.1119-1128
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    • 2001
  • 본 논문에서는 이차원(2-D) 이산 웨이블릿 면환(Discrete Wavelet Transform, DWT)을 이용한 연상압축기를 FPGA 칩에서 실시간으로 동작 가능하도록 하는 효율적인 메모리 스케줄링 방법(E$^2$M$^2$)을 제안하였다. S/W적으로 위의 메모리 사상 방법을 검증한 후, 실제로 상용화된 SFRAM을 선정하여 메모리 제어기를 구현하였다. 본 논문에서는 Mallet-tree를 이용한 2-D DWT 영상압축 칩을 구현할 경우를 가정하였다. 이 알고리즘은 연산 과정에서 많은 데이터를 정장하여야 하는데, FPGA는 많은 데이터를 저장할 수 있는 메모리가 내장되어 있지 않으므로 외부 메모리를 사용하여야 한다. 외부메모리는 열(row)에 대해서만 연속(burst) 읽기, 쓰기 동작이 가능하기 때문에 Mallet-tree 알고리즘의 데이터 입출력을 그대로 적용할 경우 실시간 동작을 수행하는 DWT 압축 칩을 구현할 수 없다. 본 논문에서는 데이터 쓰기를 수행할 경우에는 메모리 셀(cell)의 수직 방향을 저장시키고 읽기를 수행할 때는 수평으로 데이터의 연속 읽기를 수행함으로써 필터가 항상 수평 방향에 위치하게 하는 방법을 제안하였다. 입방법을 C-언어로 DWT 커넬(Kernel)과 메모리의 에뮬레이터(emulator)를 구현하여 실험한 결과, Mallat-tree 이론을 그대로 적용시켰을 때와 동일한 필터링을 수행할 수 있음을 검증하였다. 또한, 상용화된 SDRAM의 메모리 제어기를 H/W로 구현하여 시뮬레이션 함으로써 본 논문에서 제안한 방법이 실제적인 하드웨어로 실시간 동작을 할 수 있음을 보였다.

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Boundary Integral Equation Analysis of Axisymmetric Linear Elastic Problems (境界積分法에 의한 軸對稱 彈性 問題의 解析)

  • 공창덕;김진우
    • Transactions of the Korean Society of Mechanical Engineers
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    • v.10 no.5
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    • pp.787-797
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    • 1986
  • An implicit approach is employed to obtain a general boundary integral formulation of axisymmetric elastic problems in terms of a pair of singular integral equations. The corresponding kernel functions from the solutions of Navier's equation are derived by applying a three dimensional integral and a direct axisymmetrical approach. A numerical discretization schem including the evaluation of Cauchy principal values of the singular integral is described. Finally the typical axisymmetric elastic models are analyzed, i.e. the hollow sphere, the constant thickness and the V-notched round bar.

Nonlinear Prediction using Gamma Multilayered Neural Network (Gamma 다층 신경망을 이용한 비선형 적응예측)

  • Kim Jong-In;Go Il-Hwan;Choi Han-Go
    • Journal of the Institute of Convergence Signal Processing
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    • v.7 no.2
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    • pp.53-59
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    • 2006
  • Dynamic neural networks have been applied to diverse fields requiring temporal signal processing such as system identification and signal prediction. This paper proposes the gamma neural network(GAM), which uses gamma memory kernel in the hidden layer of feedforward multilayered network, to improve dynamics of networks and then describes nonlinear adaptive prediction using the proposed network as an adaptive filter. The proposed network is evaluated in nonlinear signal prediction and compared with feedforword(FNN) and recurrent neural networks(RNN) for the relative comparison of prediction performance. Simulation results show that the GAM network performs better with respect to the convergence speed and prediction accuracy, indicating that it can be a more effective prediction model than conventional multilayered networks in nonlinear prediction for nonstationary signals.

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Numerical Simulation of Non-linear Free-surface Motions Using Moving Particle Semi-implicit(MPS) Method (입자법을 이용한 비선형성 자유표면 유동의 수치 시뮬레이션)

  • Lee, Byung-Hyuk;Jeong, Seong-Jun;Ryu, Min-Cheol;Kim, Yong-Soo;Kim, Young-Hun;Park, Jong-Chun
    • Journal of Ocean Engineering and Technology
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    • v.21 no.6
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    • pp.53-58
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    • 2007
  • A particle method, recognized as one of gridless methods, has been developed to investigate non-linear free-surface motions interacting with structures. This method is more feasible and effective than conventional grid methods for solving flow fieldswith complicated boundary shapes. The method consists of particle interaction models representing pressure gradient, diffusion, incompressibility, and the free-surface boundary conditions without grids. In the present study, broken dam problems with various viscosity values are simulated to validate the developed method.

An Optimal 2D Quadrature Polar Separable Filter for Texture Analysis (조직분석을 위한 최적 2차원 Quadrature Polar Separable 필터)

  • 이상신;문용선;박종안
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.17 no.3
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    • pp.288-296
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    • 1992
  • This paper describes an improved 2D QPS(quadrature polar separable) filter design and its applications to texture processing. The filter kernel pair consists of the product of a radial weighting function based on the finite PSS (prolate spheroidal sequences) and an exponential at tenuation function for the orientational angle. It is quadrature and polar separable in the frequency domain. It is near optimal in the energy loss because we let the orientational angle function approximate the radial weighting function. The filter frequency characteristics is easy to control as it depends only upon the design specifications such as the bandwidth, the directional angle, the attenuation constant, and the shift constant of the central frequency. Some applications of the filter in texture processing, such as the generation of the texture image, the estimation of orientation angles, and the segmentations for the synthetic texture image, are considered. The result shows that the filter with the wide bandwidth can be used for the generation of discrimination of the strong orientational textures and the segmentation results are good.

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Estimation of the frequency component and the orientational angle in texture image based on the QPS filter (QPS 필터에 의한 질감영상의 주파수성분과 방향각 평가)

  • 류재민;박종안
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.21 no.5
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    • pp.1123-1131
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    • 1996
  • Several improved quadrature polar separable (QPS) filters have been proposed and applied in texture processing since Knutsson proposed the QPS filter. They include a Knutsson's cosine function or oan exponential attenuation function, as the orientational function, and a Knutsson's exponential function or a finite prolate spheroidal sequence (FPSS) or an asymptotic FPSS, as the radial weighting functions. They represent different properties in terms of the generation of texture images, the orientational estimation, and the segmentation of synthetic texture image. In this paper, we have constructed several kernal functions for the 2-D QPS filter and analyzed their properties. A series of experiments have been carried out in order to estimate the frequency components and orientational angles of a local texture in Fourier domain. finally some problems encountered in applying QPS filters to feature description and segmentation are considered. Experimental results show that the improved Knutsson's filter and the asymptotic FPSS filter are useful in terms of the orientational estimation and the sementation of synthetic texture image.

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Calculation of Absorbed Dose for Immersion in Semi-Infinite Radioactive Cloud...(1) (반무한(半無限) 방사성운(放射性雲)에서의 흡수선량계산(吸收線量計算) - 1. 단일(單一)에너지 감마 방출체(放出體)에 대한 산난광자(散亂光子)스펙트럼의 계산(計算) -)

  • Lee, Soo-Yong
    • Journal of Radiation Protection and Research
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    • v.10 no.2
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    • pp.155-159
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    • 1985
  • In general, dose rates for a monoenergetic gamma emitter uniformly distributed in an infinite cloud have been calulated by using the monoenergetic point-isotorpic source kernel technique. The most serious limitation on use of the kernel technique is subjected to the fact that it estimates the dose only at the surface of body. As a result, an alternative method is presented in which estimates of dose rate for immersion in a radioactive cloud are resulted from the scattered photon spectra incident on the surface of body. The results are in excellent agreement with other's. Work is currently in progress to apply these results to immersion dose problems associated with absorbed dose distribution in the MIRD phatom.

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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.

Characteristic of Activity Pattern of Introduced Sika Deer (Cervus nippon taiouanus) in a Island (도서 지역에 서식하는 외래종 대만꽃사슴의 행동 특성)

  • Tae-Kyung Eom;Jae-Kang Lee;Dong-Ho Lee;Hyeon-gyu Ko;Shin-Jae Rhim
    • Korean Journal of Environment and Ecology
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    • v.37 no.1
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    • pp.70-75
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    • 2023
  • This study was conducted from October 2021 to October 2022 at Gulup island, Incheon, South Korea, to identify activity patterns of Formosan sika deer (Cervus nippon taiouanus) introduced in island areas, using camera trapping. We described the daily activity patterns of Formosan sika deer in each season by analyzing kernel density estimates of capture frequency and checked seasonal differences in daily activity patterns by analyzing the overlap coefficient between seasons. Formosan sika deers introduced to Gulup island showed a crepuscular behavior pattern only in winter and no distinct pattern from spring to fall. The crepuscular behavior pattern is typical for deers to reduce the risk of predation, and it is determined that Formosan sika deers introduced to Gulup island were affected by population control of the species by the local government in the winter. It was in contrast to the fact that human activities, such as backpacking, frequently carried out from spring to fall, did not affect the behavior of Formosan sika deers. Moreover, low winter temperatures have been shown to affect the nocturnal activities of Formosan sika deers in winter. The behavior patterns of Formosan sika deers overlapped least between summer and winter due to cold winter weather and population control. The relationship between the temporal status of Formosan sika deers and seasonal temperature confirmed in this study can be important basic ecological data for establishing control measures of Formosan sika deers introduced not only in islands but also in inland.