• Journal of Information Processing Systems
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• 제15권5호
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• pp.1218-1230
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• 2019

This study proposes a novel video traffic flow detection method based on machine vision technology. The three-frame difference method, which is one kind of a motion evaluation method, is used to establish initial background image, and then a statistical scoring strategy is chosen to update background image in real time. Finally, the background difference method is used for detecting the moving objects. Meanwhile, a simple but effective shadow elimination method is introduced to improve the accuracy of the detection for moving objects. Furthermore, the study also proposes a vehicle matching and tracking strategy by combining characteristics, such as vehicle's location information, color information and fractal dimension information. Experimental results show that this detection method could quickly and effectively detect various traffic flow parameters, laying a solid foundation for enhancing the degree of automation for traffic management.

• Imaging Science in Dentistry
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• 제38권2호
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• pp.81-87
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• 2008

Purpose: To investigate the relationship between 3D bone architectural parameters and direction-related elastic moduli of cancellous bone of mandibular condyle. Materials and Methods: Two micro-pigs (Micro-$pig^R$, PWG Genetics Korea) were used. Each pig was about 12 months old and weighing around 44 kg. 31 cylindrical bone specimen were obtained from cancellous bone of condyles for 3D analysis and measured by micro-computed tomography. Six parameters were trabecular thickness (Tb. Th), bone specific surface (BS/BV), percent bone volume (BV/TV), structure model index (SMI), degree of anisotropy (DA) and 3-dimensional fractal dimension (3DFD). Elastic moduli of three orthogonal directions (superior-inferior (SI), medial-lateral (ML), andterior-posterior (AP) direction) were calculated through finite element analysis. Results: Elastic modulus of superior-inferior direction was higher than those of other directions. Elastic moduli of 3 orthogonal directions showed different correlation with 3D architectural parameters. Elastic moduli of SI and ML directions showed significant strong to moderate correlation with BV/TV, SMI and 3DFD. Conclusion: Elastic modulus of cancellous bone of pig mandibular condyle was highest in the SI direction and it was supposed that the change into plate-like structure of trabeculae was mainly affected by increase of trabeculae of SI and ML directions.

• Annals of Clinical Neurophysiology
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• 제3권1호
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• pp.31-36
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• 2001

Background & Objectives : Fractal Dimension(FD) could be an index of correlation between variable parameters in non-linear chaotic signals. We tried to demonstrate that EEG wave is compatible with chaotic waves by measuring the Lyapunov exponent index and compared the difference of FD between variable age groups(teens, 30's, 50's) Methods : We estimated the Lyapunov exponent index and the FD from digital EEG data among five persons in each normal age groups by using the software which is programmed in our laboratory. Statistical analysis was done with SPSS win 8.0. The statistical differences of Lyapunov exponent index and FD between each electrodes and each age groups were done with ANOVA and paired sample t-test. Result : The Lyapunov exponent indexes were larger than 1 in each electrode and age group. There is no statistical difference in FD between each electrodes and each age groups. Except in 30th age group. In this group the FD of right hemisphere is larger than that of left hemisphere. Conclusion : The result of Lyapunov exponent index means EEG wave is a non-linear chaotic signal. And the results of FD suggest that chaotic parameters of right hemisphere is larger than those of left hemisphere at rest at least in younger people. We think that chaotic parameters can be a useful tool in investigating the variable diseases or brain states.

• 한국통신학회논문지
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• 제25권3A호
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• pp.317-324
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• 2000

강우감쇠 보상용 적응형 전송 방식을 개발하기 위하여 요구되는 가장 중요한 요소 기술 중의 하나가 강우감쇠의 동적 특성에 대한 모델링 기술인데, 본 논문에서는 이러한 강우감쇠의 동적 특성을 나타내는 데이터를 임의의 시간 간격으로 샘플링하기 위하여 시용되는 인터폴레이션 기법에 대하여 기술한다. 강우감쇠가 프랙탈 (Fractal) 프로세스라는 점을 이용하여 감쇠와 신틸레이션의 관계를 분석하고 국내 강우감쇠 데이터에 가장 적절한 파라미터를 도출하여 실제 상황에 가장 근접한 동적 강우감쇠 데이터를 생성할 수 있는 모델링 기술을 제시한다. 1분 간격으 로 측정된 강우감쇠 데이터를 이용하여 이에 대한 인터폴레이션 결과를 제시히여 강우 감쇠를 보상하기 위한 적응형 강우감쇠 기법등에 대한 보다 정확한 성능 분석이 가능함을 보였다.

• 한국지능시스템학회:학술대회논문집
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• 한국퍼지및지능시스템학회 2003년도 ISIS 2003
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• pp.439-442
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• 2003

In order to solve the difficulties of parameter settings in SA algorithm, an improved practical SA algorithm is proposed by employing the threading techniques, appropriate software structures, and dynamic adjustments of temperature parameters. Threads provide a mechanism to realize a parallel processing under a disperse environment by controlling the flux of internal information of an application. Thread services divide a process by multiple processes leading to parallel processing of information to access common data. Therefore, efficient search is achieved by multiple search processes, different initial conditions, and automatic temperature adjustments. The proposed are methods are evaluated, for three types of Traveling Salesman Problem (TSP) (random-tour, fractal-tour, and TSPLIB test data)are used for the performance evaluation. The experimental results show that the computational time is 5％ decreased comparing to conventional SA algorithm, furthermore there is no need for manual parameter settings. These results also demonstrate that the proposed method is applicable to real-world vehicle routing problems.

• 한국수자원학회논문집
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• 제32권4호
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• pp.427-435
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• 1999

Clark 모형은 홍수수문학에서 널리 이용되는 합성단위유량도 추정을 위한 모형이다. 본 연구에서는 미계측유역에 Clark 모형을 적용하기 위한 매개변수 추정기법을 고안하여 적용하였다. 모형의 시간-면적유하곡선은 해석적인 방법으로 유도하였으며 모형을 무차원화 하였다. 도달시간의 계산을 위하여 지형학적 자기상사성을 이용한 공식을 적용하였으며 저류상수는 유역의 시간특성의 상사성 공식을 이용하여 추정하였다. 제안된 모형의 타당성을 검토하기 위하여 동곡의 실측자료와 모형의 결과를 비교한 결과 비교적 잘 일치되는 경향을 보여주었다.

• 대한전기학회:학술대회논문집
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• 대한전기학회 2004년도 추계학술대회 논문집 전기물성,응용부문
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• pp.251-254
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• 2004

The aging diagnosis technique using partial discharge detection method detects partial discharge signals cause of power equipment failuer and able to forecast the aging state of insulation system through analysis algorithm, in this paper accumulates HFPD signal during constant scheduled cycles to build HFPD pattern and then analyzes HFPD pattern using statistical parameters and ${\Delta}F$ pattern. The 3D pattern is composed of detected signal frequency, amplitude and repeated number and the FRPDA(frequency resolved partial discharge analysis) technique is used in 3D pattern construction. The ${\Delta}F$ pattern shows variation characteristics of amplitude gradient of consecutive HFPD signal Pulses and able to classify discharge types-internal discharge, surface discharge and coronal discharge etc. Fractal mathematics applied to ${\Delta}F$ pattern quantification and neural networks is used in aging diagnostic algorithm.

• 자원환경지질
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• 제55권3호
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• pp.231-239
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• 2022

The irregular shape of the disturbances is a fundamental issue for mining engineers at the Sidi Chennane phosphate deposit in Morocco. A precise classification of disturbed areas is therefore necessary to understand their part in the overall volume of phosphate. In this paper, we investigate the theoretical and practical aspects of studying and measuring multifractal spectrums as a defining and representative parameter for distinguishing between the phosphate deposit of a low rate of disturbances and the deposit of a high rate. An empirical multifractal approach was used by analyzing the disturbed areas through the geoelectric images of an area located in the Sidi Chennane phosphate deposit. The Generalized fractal dimension, D(q), the Singularities of strength, α(q), the local dimension, f(α) and their conjugate parameter the mass exponent, τ(q) as well as f(α)-α spectrum were the common multifractal parameters used. The results reported show wide variations of the analyzed images, indicating that the multifractal analysis is an indicator for evaluate and characterize the disturbed areas within the phosphates deposits through the studied geoelectric images. This could be the starting point for future work aimed at improving phosphate exploration planning.

• Geomechanics and Engineering
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• 제36권2호
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• pp.121-130
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• 2024

Many foundation projects are built on red-bed soft rocks, and the damage evolution of this kind of rocks affects the safety of these projects. At present, there is insufficient research on the damage evolution of red-bed soft rocks, especially the progressive process from mesoscopic texture change to macroscopic elastoplastic deformation. Therefore, based on the dual-porosity characteristics of pores and fissures in soft rock, we adopted a cellular automata model to simulate the propagation of these voids in soft rocks under an external load. Further, we established a macro-mesoscopic damage model of red-bed soft rocks, and its reliability was verified by tests. The results indicate that the relationship between the number and voids size conformed to a quartic polynomial, whereas the relationship between the damage variable and damage porosity conformed to a logistic curve. The damage porosity was affected by dual-porosity parameters such as the fractal dimension of pores and fissures. We verified the reliability of the model by comparing the test results with an established damage model. Our research results described the progressive process from mesoscopic texture change to macroscopic elastoplastic deformation and provided a theoretical basis for the damage evolution of these rocks.

• 한국수자원학회논문집
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• 제47권9호
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• pp.839-852
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• 2014

본 연구에서는 강우의 시공간적 멀티프랙탈 특성에 기반을 둔 다운스케일링 알고리즘(RDSTMF-Rainfall Downscaling in Space-Time Multifractal Framework)을 한반도에 적용하여 그 적용성을 살펴보았다. 이를 위하여 2008년부터 2012년까지 우리나라에 호우주의보를 일으킨 8개의 이벤트에 대한 레이더강우자료를 분석하여 각 이벤트에 대한 멀티프랙탈 지수를 판별하였으며, 이에 근거하여 RDSTMF의 모수들을 산정하고 이 모수들과 시공간강우장의 평균강우량과의 관계를 도출하였다. 이 관계에 근거하여 RDSTMF를 사용하여 가상의 시공간강우장을 생성, 관측 시공간 강우장과 비교하였다. 비교 결과, RDSTMF를 사용하여 생성된 가상의 시공간 강우장은 관측 시공간 강우장의 멀티프랙지수를 3차 모멘트까지 정확히 모사함을 확인하였으며, 누적분포함수 또한 비교적 정확히 모사함을 확인하였다.