• Title/Summary/Keyword: Smoothing algorithm

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An Efficient Bandwidth Smoothing Algorithm for VoD Service (주문형 비디오 서비스를 위한 효율적인 대역폭 스무딩 알고리즘)

  • 곽준원;이면재;송하윤;박도순
    • Proceedings of the Korean Information Science Society Conference
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    • 2002.10e
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    • pp.484-486
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    • 2002
  • 주문형 비디오 서비스(VoD: Video on Demand)의 경우 네트워크의 자원 이용도와QoS (Quality of Service)가 보장되도록 구축되어야 한다. 대역폭 스무딩 알고리즘은 주문형 비디오 시스템에서 비디오 데이터를 보낼 경우 비디오의 데이터의 급격한 대역폭의 증가 또는 감소를 최소한 줄이는 기법이다. 본 논문에서는 기존의 대역폭 스무딩 기법과 비디오 압축 기법의 특성을 이용하여 새로운 모델과 스무딩 알고리즘을 제안한다. 제안된 알고리즘의 성능평가를 위해 기존 스무딩 알고리즘의 결과와 비교 분석한다.

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Motion Estimation Using Feature Matching and Strongly Coupled Recurrent Module Fusion (특징정합과 순환적 모듈융합에 의한 움직임 추정)

  • 심동규;박래홍
    • Journal of the Korean Institute of Telematics and Electronics B
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    • v.31B no.12
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    • pp.59-71
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    • 1994
  • This paper proposes a motion estimation method in video sequences based on the feature based matching and anistropic propagation. It measures translation and rotation parameters using a relaxation scheme at feature points and object orinted anistropic propagation in continuous and discontinuous regions. Also an iterative improvement motion extimation based on the strongly coupled module fusion and adaptive smoothing is proposed. Computer simulation results show the effectiveness of the proposed algorithm.

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Heart beat interval measurement using an IBM PC (IBM PC를 이용한 심장 박동 간격의 측정)

  • 이동하;박경수
    • Journal of the Ergonomics Society of Korea
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    • v.9 no.1
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    • pp.3-14
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    • 1990
  • This article develops a cost-effective and accurate measurement system for heart best intervals. The system is composed of an analog to digital (A/D) converter, an IBM personal computer (an 8088 microprocessor, an 8253-5 timer, an 8259A interrupt controller, and memories) and assembler programs for controlling these hardware components. An exponential smoothing algorithm effectively reduced noise effects from A/D converted electrocardiogram (ECG) signals influenced by 60 Hz alternating current (AC). The system can collect 15000 heart beat intervals with an 1/5400 second unit.

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Pseudo-linear IHS-based Coordinate System for Color Image Enhancement (칼라 영상의 향상을 위한 준 선형 IHS 기반 좌표계)

  • 김정엽;심재창;김순자;하영호
    • Journal of the Korean Institute of Telematics and Electronics B
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    • v.29B no.9
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    • pp.59-67
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    • 1992
  • Color image enhancement can be achieved easily by using linear form of coordinate system. But some popular color coordinate systems almost have nonlinear characteristics in the geometric form. In this paper, the proposed coordinate system has pseudo-linear form and based on IHS system which represents human color perception appropriately. And for the image intensity processing, an edge-preserving smoothing algorithm is presented.

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Development of a Dedicated Algorithm for the Analysis of DC Electrical Outputs of Cantilevered Piezoelectric Vibration Energy Harvesters (외팔보 압전 진동 에너지 수확 장치의 직류 전기 출력 해석을 위한 전용 알고리즘 개발)

  • Kim, Jae-Eun;Kim, Yoon-Young
    • Transactions of the Korean Society for Noise and Vibration Engineering
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    • v.22 no.9
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    • pp.896-902
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    • 2012
  • For most applications of the vibration energy harvesting technology as in wireless sensor networks for smart buildings and plants, the evaluation of DC output performance of vibration energy harvesters is typically required. However, there is no dedicated algorithm for the evaluation. The lack of a dedicated algorithm results from difficulties in the direct incorporation of nonlinear rectifying and regulating circuitry into finite element models of piezoelectric vibration energy harvesters. In this study, we develop a dedicated algorithm and present software based on it for the evaluation of not only AC but also DC electrical quantities. Here, an equivalent electrical circuit model is employed. The COMSOL multiphysics simulation tool is adopted for extracting equivalent electrical circuit parameters of a piezoelectric vibration energy harvester and MATLAB is used to make a graphical user interface. The AC voltage and power outputs calculated by the proposed algorithm under various conditions are compared with those by a traditional finite element analysis. The DC output voltage and power through a rectifier are obtained for varying values of smoothing capacitance and external resistance.

Noise Smoothing using the 2D/3D Magnitude Ratio of Mesh Data (메쉬 데이터의 2D/3D 면적비를 이용한 잡음 평활화)

  • Hyeon, Dae-Hwan;WhangBo, Taeg-Keun
    • Journal of Korea Multimedia Society
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    • v.12 no.4
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    • pp.473-482
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    • 2009
  • Reconstructed 3D data from computer vision includes necessarily a noise or an error. When these data goes through a mesh process, the different 3D mesh data from original shape comes to make by a noise or an error. This paper proposed the method that smooths a noise effectively by noise analysis in reconstructed 3D data. Because the proposed method is smooths a noise using the area ratio of the mesh, the pre-processing of unusable mesh is necessary in 3D mesh data. This study detects a peak noise and Gaussian noise using the ratio of 3D volume and 2D area of mesh and smooths the noise with respect of its characteristics. The experimental results using synthetic and real data demonstrated the efficacy and performance of proposed algorithm.

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A NMF-Based Speech Enhancement Method Using a Prior Time Varying Information and Gain Function (시간 변화에 따른 사전 정보와 이득 함수를 적용한 NMF 기반 음성 향상 기법)

  • Kwon, Kisoo;Jin, Yu Gwang;Bae, Soo Hyun;Kim, Nam Soo
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.38C no.6
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    • pp.503-511
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    • 2013
  • This paper presents a speech enhancement method using non-negative matrix factorization. In training phase, we can obtain each basis matrix from speech and specific noise database. After training phase, the noisy signal is separated from the speech and noise estimate using basis matrix in enhancement phase. In order to improve the performance, we model the change of encoding matrix from training phase to enhancement phase using independent Gaussian distribution models, and then use the constraint of the objective function almost same as that of the above Gaussian models. Also, we perform a smoothing operation to the encoding matrix by taking into account previous value. Last, we apply the Log-Spectral Amplitude type algorithm as gain function.

An edge-based smoothed finite element method for adaptive analysis

  • Chen, L.;Zhang, J.;Zeng, K.Y.;Jiao, P.G.
    • Structural Engineering and Mechanics
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    • v.39 no.6
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    • pp.767-793
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    • 2011
  • An efficient edge-based smoothed finite element method (ES-FEM) has been recently developed for solving solid mechanics problems. The ES-FEM uses triangular elements that can be generated easily for complicated domains. In this paper, the complexity study of the ES-FEM based on triangular elements is conducted in detail, which confirms the ES-FEM produces higher computational efficiency compared to the FEM. Therefore, the ES-FEM offers an excellent platform for adaptive analysis, and this paper presents an efficient adaptive procedure based on the ES-FEM. A smoothing domain based energy (SDE) error estimate is first devised making use of the features of the ES-FEM. The present error estimate differs from the conventional approaches and evaluates error based on smoothing domains used in the ES-FEM. A local refinement technique based on the Delaunay algorithm is then implemented to achieve high efficiency in the mesh refinement. In this refinement technique, each node is assigned a scaling factor to control the local nodal density, and refinement of the neighborhood of a node is accomplished simply by adjusting its scaling factor. Intensive numerical studies, including an actual engineering problem of an automobile part, show that the proposed adaptive procedure is effective and efficient in producing solutions of desired accuracy.

A Model and Approaches for Smoothing Peaks of Traction Energy in Timetabling (동력운전 분산 시각표 작성을 위한 수리모형 및 해법)

  • Kim, Kyung-Min;Oh, Seog-Moon
    • Journal of the Korean Society for Railway
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    • v.12 no.6
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    • pp.1018-1023
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    • 2009
  • This paper describes a reduction in the peaks of traction energy for metro railways in timetabling. We develope a mixed integer programming (MIP) model, which minimizes the number of trains running simultaneously. We suggest two approaches. In the first approach, we use the commercial MIP solver, CPLEX. In the second approach, we propose a heuristic algorithm. We apply both methods to the current daily timetable of the Korea Metropolitan Subway. We determine an optimal solution, which results in an improvement of approximately 25% over the current timetable.

A Simulation Study on the Operation of the Painted Body Storage in an Automobile Factory (자동차 공장의 Painted Body Storage 운영에 대한 시뮬레이션 연구)

  • Moon, Dug-Hee;Song, Cheng;Ha, Jae-Hoon
    • IE interfaces
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    • v.18 no.2
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    • pp.136-147
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    • 2005
  • This paper introduces a simulation study regarding the operation of the Painted Body Storage (PBS) in an automobile factory. In the paint shop of the factory, same colored bodies are grouped together in order to increase the effectiveness of process, for example decrease the loss of cleaning the painting-gun when the color of body changes from one to another. However the production of automobiles in the assembly shop is a typical example of the mixed model assembly production. Therefore PBS locates between the paint shop and the assembly shop for control the input sequence of bodies to the assembly shop, and it enables to meet the smoothing requirement of assembly sequence. There are highly restricted constraints on the assembly sequence in a assembly shop. Those are spacing restriction and smoothing restriction. If such restrictions are violated, conveyor-stop or utility work will be necessary. Thus the major objective of PBS is to control the assembly sequence in a way to meet the two restrictions. In this paper a case study of PBS in an automotive factory is introduced. The storage/retrieval algorithms are suggested and the proposed system is verified using simulation models. Sensitivity analysis for operating factors is also conducted.