• Title/Summary/Keyword: biological algorithm

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A New Hearing Aid Algorithm for Speech Discrimination using ICA and Multi-band Loudness Compensation

  • Lee Sangmin;Won Jong Ho;Park Hyung Min;Hong Sung Hwa;Kim In Young;Kim Sun I.
    • Journal of Biomedical Engineering Research
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    • v.26 no.3
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    • pp.177-184
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    • 2005
  • In this paper, we proposed a new hearing aid algorithm to improve SNR(signal to noise ratio) of noisy speech signal and speech perception. The proposed hearing aid algorithm is a multi-band loudness compensation based independent component analysis (ICA). The proposed algorithm was compared with a conventional spectral subtraction algorithm on behind-the-ear type hearing aid. The proposed algorithm successfully separated a target speech signal from background noise and from a mixture of the speech signals. The algorithms were compared each other by means of SNR. The average improvement of SNR by ICA based algorithm was 16.64dB, whereas spectral subtraction algorithm was 8.67dB. From the clinical tests, we concluded that our proposed algorithm would help hearing aid user to hear clearly a target speech in noisy conditions.

Segmentation of Liver Regions in the Abdominal CT Image by Multi-threshold and Watershed Algorithm

  • Kim, Pil-Un;Lee, Yun-Jung;Kim, Gyu-Dong;Jung, Young-Jin;Cho, Jin-Ho;Chang, Yong-Min;Kim, Myoung-Nam
    • Journal of Korea Multimedia Society
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    • v.9 no.12
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    • pp.1588-1595
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    • 2006
  • In this paper, we proposed a liver extracting procedure for computer aided liver diagnosis system. Extraction of liver region in an abdominal CT image is difficult due to interferences of other organs. For this reason, liver region is extracted in a region of interest(ROI). ROI is selected by the window which can measure the distribution of Hounsfield Unit(HU) value of liver region in an abdominal CT image. The distribution is measured by an existential probability of HU value of lever region in the window. If the probability of any window is over 50%, the center point of the window would be assigned to ROI. Actually, liver region is not clearly discerned from the adjacent organs like muscle, spleen, and pancreas in an abdominal CT image. Liver region is extracted by the watershed segmentation algorithm which is effective in this situation. Because it is very sensitive to the slight valiance of contrast, it generally produces over segmentation regions. Therefore these regions are required to merge into the significant regions for optimal segmentation. Finally, a liver region can be selected and extracted by prier information based on anatomic information.

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Simluation of PEM Fuel Cell with 2D Steady-state Model (2차원 정상상태 모델을 이용한 고분자전해질형 연료전지의 모사)

  • Chung, Hyunseok;Ha, Taejung;Kim, Hyowon;Han, Chonghun
    • Korean Chemical Engineering Research
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    • v.46 no.5
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    • pp.915-921
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    • 2008
  • In most PEM fuel cell research, effects of cell geometry, physical properties of component such as membrane, carbon cloth, catalyst, etc. and water transport phenomena are key issues. The scope of these research was limited to single cell and stack except BOP(Balance of plant) of fuel cell. The research fouced on the fuel cell system usually neglect to consider detailed transport phenomena in the cell. The research of the fuel cell system was interested in a system performance and system dynamics. In this paper, the effect of the anode recirculation is calculated using the 2D steady-state model. For this work, 2D steady-state modeling and experiments are performed. For convenience of modifying of model equation, not commercial pakage but the in-house algorithm was used in simulation. For an vehicle industry, the analysis of the anode recirculation system helps the optimization of operating condition of the fuel cell.

Modeling, simulation and structural analysis of a fluid catalytic cracking (FCC) process

  • Kim, Sungho;Urm, Jaejung;Kim, Dae Shik;Lee, Kihong;Lee, Jong Min
    • Korean Journal of Chemical Engineering
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    • v.35 no.12
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    • pp.2327-2335
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    • 2018
  • Fluid catalytic cracking (FCC) is an important chemical process that is widely used to produce valuable petrochemical products by cracking heavier components. However, many difficulties exist in modeling the FCC process due to its complexity. In this study, a dynamic process model of a FCC process is suggested and its structural observability is analyzed. In the process modeling, yield function for the kinetic model of the riser reactor was applied to explain the product distribution. Hydrodynamics, mass balance and energy balance equations of the riser reactor and the regenerator were used to complete the modeling. The process model was tested in steady-state simulation and dynamic simulation, which gives dynamic responses to the change of process variables. The result was compared with the measured data from operating plaint. In the structural analysis, the system was analyzed using the process model and the process design to identify the structural observability of the system. The reactor and regenerator unit in the system were divided into six nodes based on their functions and modeling relationship equations were built based on nodes and edges of the directed graph of the system. Output-set assignment algorithm was demonstrated on the occurrence matrix to find observable nodes and variables. Optimal locations for minimal addition of measurements could be found by completing the whole output-set assignment algorithm of the system. The result of this study can help predict the state more accurately and improve observability of a complex chemical process with minimal cost.

A Study on the Image Enhancement of Lineacgram (리니악 사진의 영상 개선에 관한 연구)

  • 허수진
    • Journal of Biomedical Engineering Research
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    • v.13 no.1
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    • pp.19-24
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    • 1992
  • Lineacgrams are diagnostic films taken using X-ray from the linear accelerator with the patient in the treatment position to assure that the treatment is being delivered in accordance with the treatment prescription. But the image quality of the lineacgram is so bad because of the high X-ray energy. This paper presents a new algorithm that enhances the image of lineacgram. Thls algorithm calculates optimal threshold value which is used for segmentation of lineacgram using co-occurrence matrix and enhances the image Inside and outside treatment area preserving treatments boundary.

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A Study on Estimation of Formants and Articulatory Motion Trajectories using RLSL Adaptive Linear Prediction Filter (RLSL 적응선형예측필터를 이용한 형성음 및 조음운동궤적 추정에 관한 연구)

  • 김동준;송영수
    • Journal of Biomedical Engineering Research
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    • v.14 no.1
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    • pp.1-8
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    • 1993
  • In this study, the extractions of formants and articulatory motion trajectories for Korean complex vowels are performed by using the RLSL adaptive linear prediction filter. This enables us to extract accurate spectrum in transition of speech signal. This study shows that the RLSL algorithm is superior to the Levinson algorithm, specially in transition part of speech.

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Camera Position Estimation in Castor Using Electroendoscopic Image Sequence (전자내시경 순차영상을 이용한 위에서의 카메라 위치 추정)

  • 이상경;민병구
    • Journal of Biomedical Engineering Research
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    • v.12 no.1
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    • pp.49-56
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    • 1991
  • In this paper, a method for camera position estimation in gasher using elechoendoscopic image sequence is proposed. In orders to obtain proper image sequences, the gasser in divided into three sections. It Is presented thats camera position modeling for 3D information extvac lion and image distortion due to the endoscopic lenses is corrected. The feature points are represented with respect to the reference coordinate system below 10 percents error rate. The faster distortion correction algorithm is proposed in this paper. This algorithm uses error table which is faster than coordinate transform method using n -th order polynomials.

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종합병원관리 전산화 System-MEDIOS

  • 이승훈
    • Journal of Biomedical Engineering Research
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    • v.3 no.1
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    • pp.55-58
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    • 1982
  • In this paper, a method for camera position estimation in gaster using elechoendoscopic image sequence is proposed. In order to obtain proper image sequences, the gaster in divided into three sections. It is presented that camera position modeling for 3D information extraction and image distortion due to the endoscopic lenses is corrected.The feature points are represented with respect to the reference coordinate system belpw 10 percents error rate. The faster distortion correction algorithm is proposed in this paper. This algorithm uses error table which is faster than coordinate transform method using n-th order polynomials.

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Quantitative Analysis of Oculomotor System by Automatic Identification Algorithm (자동 판별 알고리즘에 의한 동안계의 정량적인 해석)

  • 장인호;이세현
    • Journal of Biomedical Engineering Research
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    • v.7 no.2
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    • pp.151-158
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    • 1986
  • In this paper, the design and implementation of a microcomputer-based measuring system for quantitative analysis of oculomotor system are described. An algorithm for microcomputer analysis of electro-oculographicaay recorded horizontal saccadic eye movements is presented. From a brief, 4-min recording session detailed statistical information about saccade amplitude, duration, and velocity can be obtained.

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