• Title/Summary/Keyword: 유클리디안

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Face Region Detection Algorithm using Euclidean Distance of Color-Image (칼라 영상에서 유클리디안 거리를 이용한 얼굴영역 검출 알고리즘)

  • Jung, Haing-sup;Lee, Joo-shin
    • The Journal of Korea Institute of Information, Electronics, and Communication Technology
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    • v.2 no.3
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    • pp.79-86
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    • 2009
  • This study proposed a method of detecting the facial area by calculating Euclidian distances among skin color elements and extracting the characteristics of the face. The proposed algorithm is composed of light calibration and face detection. The light calibration process performs calibration for the change of light. The face detection process extracts the area of skin color by calculating Euclidian distances to the input images using as characteristic vectors color and chroma in 20 skin color sample images. From the extracted facial area candidate, the eyes were detected in space C of color model CMY, and the mouth was detected in space Q of color model YIQ. From the extracted facial area candidate, the facial area was detected based on the knowledge of an ordinary face. When an experiment was conducted with 40 color images of face as input images, the method showed a face detection rate of 100%.

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Estimation of Rotor Position at Standstill of Switched Reluctance Motor Using Squared Euclidean Distance (유클리디안 제곱거리를 이용한 스위치드 릴럭턴스 모터의 정지 시 회전자 위치 추정법)

  • 양형렬;송진수;유영재;임영철
    • The Transactions of the Korean Institute of Power Electronics
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    • v.8 no.4
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    • pp.344-350
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    • 2003
  • In this paper, an estimation technique of initial rotor position at standstill in Switched Reluctance Motor(SRM) is proposed. In case search coils are used as a position sensor, it has many advantages like low cost, decrease in the volume, high robust characteristics and wide applications. However, the initial rotor position detection is very difficult because the search coil's EMF is not exist at a standstill. In this paper, a near estimation method of initial rotor position is suggested using squared Euclidean distance. The simulation and experiment for the proposed method are achieved. The validity of the proposed method is verified by experimental results.

Similarity measures for trajectories of moving objects in cellular space (셀룰러 공간에 존재하는 이동객체 궤적의 유사성 측정)

  • Kang, Hye-Young;Kim, Joon-Seok;Hwang, Jung-Rae;Lee, Ki-Joune
    • Spatial Information Research
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    • v.16 no.3
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    • pp.291-301
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    • 2008
  • While most GIS are based on Euclidean space, cellular space can be used as an alternative type of space for a large number of GIS applications. In order to analyze the pattern of moving objects in cellular space, we need new definitions of similarity between their trajectories since the trajectory in cellular space significantly differs from those in Euclidean space. In this paper, we study the properties of moving objects in cellular space. Based on these observations, we propose several similarity measures between trajectories in cellular space. We analyze the difference of the proposed measures by experiments.

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The Rotor Position Estimation Techniques of an SRM with Built-in Search Coils at Standstill (서치코일 내장형 SRM의 정지시 회전자 위치 추정 기법)

  • Yang Hyong-Yeol;Shin Duck-Shick;Lim Young-Cheol
    • The Transactions of the Korean Institute of Power Electronics
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    • v.10 no.1
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    • pp.45-51
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    • 2005
  • This paper presents a comparison of rotor position estimation of a switched reluctance motor(SRM) with built-in search coils by three methods. The search coil EMFs are not generated in the SRM with built-in search coils at standstill. So an initial rotor position estimation method is needed. In this paper squared euclidean distance, fuzzy logic and neural network methods we proposed for the estimation of initial rotor position. The simulated results of the three methods are compared. The simulated result of the squared euclidean distance method, which has the best performance, is supported by the experimental result.

Efficient Rotation-Invariant Boundary Image Matching Using the Triangular Inequality (삼각 부등식을 이용한 효율적인 회전-불변 윤곽선 이미지 매칭)

  • Moon, Yang-Sae;Kim, Sang-Pil;Kim, Bum-Soo;Loh, Woong-Kee
    • Journal of KIISE:Computing Practices and Letters
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    • v.16 no.10
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    • pp.949-954
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    • 2010
  • Computing the rotation-invariant distance between image time-series is a time-consuming process that incurs a lot of Euclidean distances for all possible rotations. In this paper we propose an innovative solution that significantly reduces the number of Euclidean distances using the triangular inequality. To this end, we first present the notion of self rotation distance and show that, by using the self rotation distance with the triangular inequality, we can prune many unnecessary distance computations. We next present that only one self-rotation is enough for all self-rotation distances required. Experimental results show that our self rotation distance-based methods outperform the existing methods by up to an order of magnitude.

An Unsupervised Clustering Technique of XML Documents based on Function Transform and FFT (함수 변환과 FFT에 기반한 조정자가 없는 XML 문서 클러스터링 기법)

  • Lee, Ho-Suk
    • The KIPS Transactions:PartD
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    • v.14D no.2
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    • pp.169-180
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    • 2007
  • This paper discusses a new unsupervised XML document clustering technique based on the function transform and FFT(Fast Fourier Transform). An XML document is transformed into a discrete function based on the hierarchical nesting structure of the elements. The discrete function is, then, transformed into vectors using FFT. The vectors of two documents are compared using a weighted Euclidean distance metric. If the comparison is lower than the pre specified threshold, the two documents are considered similar in the structure and are grouped into the same cluster. XML clustering can be useful for the storage and searching of XML documents. The experiments were conducted with 800 synthetic documents and also with 520 real documents. The experiments showed that the function transform and FFT are effective for the incremental and unsupervised clustering of XML documents similar in structure.

The Component and Compositional Analysis of Trace Materials in LPG (LPG 잔류물질의 성분 및 조성 분석)

  • Kim, Yeong-Gu
    • Journal of the Korean Chemical Society
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    • v.46 no.4
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    • pp.317-323
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    • 2002
  • The composition of trace materials in domestic circulated LPG are determined. The sampling points are two cylinders of LPG cylinder re-inspection center, six vaporizer of LPG-supplying group facilities, and the compressed oil from one LPG station. In the trace materials from cylinder of LPG cylinder-reinspection center, alkene and diene derivative (No. of carbon ${\leq}9),$ aromatic compounds, and tarry chemicals(No. of carbon ${\geq}10)$ are 1.5~39.9%, 0.7%, 57.8~96.0%, respectively. While in the trace materials from LPG-supplying group facilities and in the oil from LPG station, tarry chemicals(No. of carbon>10) exceed 96.6%. Nine samples are classified into three clusters. One cluster is the sample of SE company cylinder-reinspection center(Euclidian distance between S company LPG cylinder-reinspection center and SE company cylinder-reinspection center=2.11), the other is the sample of SE company LPG cylinder-reinspection center(Euclidian distance between from samples of LPG-supplying group facilities including compressed oil from LPG station=0.110) the third is the samples of LPG-supplying group facilities(Euclidian distances among them<0.075). The compositions of samples from LPG-supplying group facilities are similar to those of oil from LPG station. Furthermore densities of samples from LPG-supplying group facilities and compressed oil in LPG station are 0.873, 0.873 [0.00798 (99% confidence limits) respectively. It was presumed that tarry chemicals had been leached from the compressed oil of LPG supplying facilities.

A Study on the Spatial Configuration in the Metaverse - Focusing on Communication Game Virtual Worlds's 'Animal Crossing' - (메타버스에서의 공간 형태 구성에 관한 연구 - 커뮤니케이션 게임 가상세계 '모여봐요 동물의 숲'을 중심으로 -)

  • Yu, Yeon Seo
    • Journal of the Korean Institute of Landscape Architecture
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    • v.52 no.1
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    • pp.1-16
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    • 2024
  • Alvin Toffler mentioned that it is important for future society to keep pace with synchronization and that time deviations can hinder social development. As we experience the new normal era of untact, we have experienced an increase in non-face-to-face contact and accelerated digital transformation. Amid these rapid changes, we can maintain the need for synchronization or change in space. Therefore, we would like to study what kind of settlements people create and choose. We looked at the metaverse as an object that could indirectly find out about this, and used the content called "Animal Crossing" to collect data related to the spatial form of the metaverse. Sampling utilized a judgment sampling method during non-probability sampling to alleviate differences due to the progress of the game. The collected data was classified according to floor plan and location type and briefly organized through descriptive statistics. After matching each facility by use, data was constructed by setting coordinates for each cluster and listing them. This data was interpreted graphically on the coordinate plane for each cluster, and Euclidean analysis was performed to analyze the relationships between clusters and residential choice using a Euclidean matrix. As a result of the analysis, it could be interpreted that efficiency was pursued by arranging similar functions in close proximity. Nevertheless, when choosing a residence, it was interpreted that the intention was to create a community through arrangement adjacent to residents rather than efficiency or convenience. Due to the differences between the metaverse and the real world, it is expected that there will be limitations in equating it with reality. However, through the space expressed in the virtual world by people who are far away from the constraints of reality, we can indirectly know the wishes that we have not been able to express due to our lack of awareness.

A Study on the speech synthesis-by-rue system using Multiband Excitation signal (다중대역 여기신호를 이용한 음성의 규칙합성에 관한 연구)

  • 경연정
    • Proceedings of the Acoustical Society of Korea Conference
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    • 1993.06a
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    • pp.80-83
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    • 1993
  • 본 논문에서는 양질의 규칙합성을 얻기 위하여, 유성음에 대한 여기신호로 임펄스 스펙트럼과 노이즈 스펙트럼을 다중대역으로 혼합하여 생성한 여기신호를 규칙합성에 적용하는 방법을 제안한다. 이 방법에서는, 분석합성에서 각 프레임별로 요구되었던 혼합여기신호에 대한 정보량 문제를 해결하기 위해 유성음의 정상부분의 한 프레임에 대해 혼합여기신호를 구하여 규칙합성에 적용하였고, 정보량을 더욱 줄이는 방안으로, 켑스트럼 유클리디안 거리를 이용하여 유성음을 분류하여, 각 그룹에 대한 대표 여기신호를 규칙합성의 여기신호로 사용하였다. 제안된 방법으로 음성을 합성한 결과 양질의 합성음을 얻을 수 있음을 확인하였다.

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Histogram Comparing Technique for Similarity Search in Time-Series Data (시계열 데이터의 유사성 검색을 위한 히스토그램 비교법)

  • 임동혁;김창룡;정진완
    • Proceedings of the Korean Information Science Society Conference
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    • 1999.10a
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    • pp.331-333
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    • 1999
  • 데이터웨어하우스의 주된 용도는 비즈니스 의사결정이며, 이를 위한 경향 및 패턴을 찾는 문제는 매우 중요한 연구분야이다. 경향 및 패턴은 데이터웨어하우스 내의 데이터간의 상호관계를 분석함으로써 찾을 수 있는데, 이를 위한 유사성 검색기법 중 특히 뛰어난 3가지 기법들을 자세히 알아보고, 이들에 모두 적용 가능한 히스토그램 비교법을 제안하였다. 제안된 히스토그램 비교법을 이용하면 유클리디안 거리측정의 부담을 대폭 줄여, 전체 처리시간을 비약적으로 감소시킬 수 있다.

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