• Title/Summary/Keyword: 공간모멘트

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Image Retrieval Using the Fusion of Spatial Histogram and wavelet Moments (공간 히스토그램과 웨이브렛 모멘트의 융합에 의한 영상 검색)

  • Seo, Sang Yong;Kim, Nam Cheol
    • Journal of the Institute of Electronics Engineers of Korea SP
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    • v.38 no.4
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    • pp.110-110
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    • 2001
  • 본 논문에서는 공간 히스토그램과 웨이브렛 모멘트를 융합하여 검색 효율을 크게 향상시키는 방법을 제안한다. 이 방법에서는 질의영상과 DB영상간의 유사도를 구할 때 히스토그램의 유사도와 웨이브렛 모멘트의 유사도를 효과적으로 융합한다. 즉, 공간적 이동, 회전 등에 강한 히스토그램 특징과 주파수 대역별로 구해지는 웨이브렛 모멘트 특징을 잘 융합함으로써 검색성능의 향상을 추구한다. 제안한 방법의 성능을 평가하기 위한 시험영상 DB로는 Brodatz 질간 영상 DB와 Corel Draw Photo 영상 DB를 사용하였다. 실험 결과, 제안한 방법으로 구한 검색율이 Brodatz DB에서 히스토그램이나 웨이브렛 모멘트만으로 구한 검색율보다 각각 5.3%와 13.8% 향상되었고, Corel Draw Photo DB에서는 각각 15.5%와 3.2% 향상됨을 확인할 수 있었다.

Tracking of eyes based on the iterated spatial moment using weighted gray level (명암 가중치를 이용한 반복 수렴 공간 모멘트기반 눈동자의 시선 추적)

  • Choi, Woo-Sung;Lee, Kyu-Won
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.14 no.5
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    • pp.1240-1250
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    • 2010
  • In this paper, an eye tracking method is presented by using on iterated spatial moment adapting weighted gray level that can accurately detect and track user's eyes under the complicated background. The region of face is detected by using Haar-like feature before extracting region of eyes to minimize an region of interest from the input picture of CCD camera. And the region of eyes is detected by using eigeneye based on the eigenface of Principal component analysis. Also, feature points of eyes are detected from darkest part in the region of eyes. The tracking of eyes is achieved correctly by using iterated spatial moment adapting weighted gray level.

Maneuverability Analysis for Spacecraft Installed With CMGs (제어모멘트자이로를 장착한 위성의 기동성능 분석)

  • Kim, Min-young;Leeghim, Henzeh
    • Journal of the Korean Society for Aeronautical & Space Sciences
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    • v.50 no.4
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    • pp.241-250
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    • 2022
  • This paper addresses the Feasible Angular Momentum(FAM) chart that can be used as an indicator for maneuverability analysis of spacecraft installed with control moment gyros(CMGs). Recently, as the demands for high agility of spacecraft has been increasing in order to perform the space mission given to spacecraft more effectively, interest in CMGs, which is a high torque generator is increasing. However, since the CMG has a singularity problem that does not generate the control torque in the specific directions, in this paper, we consider the two pairs of parallel control moment gyros(TPCMGs) that follows the roof-type configuration. The Gimbal space was newly defined except for the space where singularity can be generated and the space where torque error is generated due to the hardware limits. The feasible angular momentum space is defined as a FAM chart, and it is very meaningful that it is possible to analyze the spacecraft's rotational maneuverability effectively by deriving the spacecraft's 3-axis parameters in the corresponding gimbal space mathematically.

An Analytical Study on Moment Response of Welded Steel Pipe for Loading Rate (재학속도에 따른 용접강관의 모멘트 응답특성에 관한 해석적 연구)

  • Chang, Kyong-Ho;Jang, Gab-Chul
    • Journal of Korean Association for Spatial Structures
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    • v.11 no.4
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    • pp.37-47
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    • 2011
  • This article aims to analytically research for influence of residual stresses on bending moment responses against welded steel pipes subjected to quasi -static or dynamic loadings. The residual stresses of the welded steel pipe are computed by three-dimensional welding simulation. The bending moment responses of the welded and seamless steel pipes are determined by using three-dimensional dynamic elastoplastic FE analysis as a function of loading rate. It is seen from analytical results that the welded steel pipe shows lower moment response comparing to the seamless steel pipe, and moment difference between seamless and welded steel pipes tends to decrease as loading rate increases.

Image Retrieval Using the Fusion of Spatial Histogram and Wavelet Moments (공간 히스토그램과 웨이브렛 모멘트의 융합에 의한 영상검색)

  • Seo, Sang-Yong;Kim, Nam-Cheol
    • Journal of the Institute of Electronics Engineers of Korea SP
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    • v.38 no.4
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    • pp.434-441
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    • 2001
  • We present an image retrieval method for improving retrieval performance by the effective fusion of spatial histogram and wavelet moments. In this method, the similarity for spatial histograms and the similarity for wavelet moment are effectively fused in the computation of the similarity between a query image and DB image. That is, the wavelet moments feature represented in multi-resolution and the spatial histogram feature robust to translation and rotation are used to improve retrieval performance. In order to evaluate the performance of the proposed method, we use Brodatz texture DB, MPEG-7 T1 DB, and Corel Draw Photo DB. Experimental results show that the proposed method yields 5.3% and 13.8% better Performances for Brodatz DB, and 15.5% and 3.2% better Performances for Corel Draw Photo DB over the histogram method and the wavelet moment method, respectively.

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An Analytical Model for Calculating Initial Stiffnesses of Double Angle Connections (더블앵글 접합부의 초기강성 산정을 위한 해석모델)

  • Yang, Jae-Guen;Kim, Ki-Hwan;Kim, Ho-Keun
    • Journal of Korean Association for Spatial Structures
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    • v.4 no.4 s.14
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    • pp.55-63
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    • 2004
  • Double angle connections are commonly used for the construction of the low-rise steel framed buildings. Several experimental tests lave been conducted to investigate the effect of the number of bolts on the rotational stiffness of a double angle connection. Several parameters are obtained by performing regression analysis. An analytical model has been introduced to calculate the initial stiffness of a double angle connection in this research.

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Development of Spatio-Temporal Analysis of Drought Using Mass Moment (질량모멘트를 이용한 가뭄의 시공간적 특성 분석 방법 개발)

  • Kwon, Hyun-Han;So, Byung-Jin;Yoo, Ji-Young;Kim, Tae-Woong
    • Proceedings of the Korea Water Resources Association Conference
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    • 2011.05a
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    • pp.434-434
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    • 2011
  • 가뭄은 홍수와는 달라서 정확한 발생시점, 지속시간, 피해반경 등을 정의하기 어렵다. 가뭄은 가뭄지수를 통해서 정의되며 정해진 지속시간에 따라서 가뭄의 특성을 평가하는 것이 일반적이다. 이러한 가뭄의 심도를 평가하기 위해서 많이 사용되는 지수로 표준강수지수(standardized precipitation index)가 있다. 본 연구에서는 6개월 지속시간에 SPI 지수를 대상으로 연구를 수행하였다. 최근 가뭄연구에서 시공간적 거동을 평가하는 연구가 중요한 연구주제로 자리 잡고 있다. 가뭄은 홍수와는 달리 공간적으로 전이되는 특성을 가지고 있어서 가뭄의 시작점과 영역반경을 평가하는 것은 가뭄을 예측하는데 있어서 기본적으로 선결되어야 한다. 그러나 상대적으로 가뭄의 시공간적 분석 연구는 많이 진행되지 않았다. 본 연구에서는 질량모멘트 개념을 도입하여 가뭄의 중심과 영역을 평가하는 기법을 개발하였다. 가뭄의 중심(centroid)은 1차모멘트를 통해서 추정되며 가뭄의 영역은 2차모멘트 즉, x방향의 공분산, y방향의 공분산, xy의 공분산을 통해서 타원(ellipse)형태로 수치적 접근이 가능하다. 다음 그림과 같이 가뭄의 중심을 1차모멘트로 추정하게 되면 +형태로 표시될 수 있으며 분산을 타원체로 표현하여 가뭄의 영역을 정의할 수 있다. 1, 2차모멘트를 추정하는데 있어서 Threshold 로 -2.0 이하의 값만을 이용하였으며 각 격자별 SPI 강도를 가중인자로 이용하였다. 그림과 같이 가뭄이 서해안에서 시작되어 시간에 따라 중동부로 퍼져나가는 것을 정량적으로 확인할 수 있다. 본 모형을 통해서 추출된 1, 2차 모멘트 정보를 활용하여 가뭄의 특성을 범주화하고 이를 기상학적 특성과 연결시키면 기상특성을 고려한 가뭄 예측모형으로의 개발도 가능할 것으로 판단된다.

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Finite Element Analysis for the Development of Node of Single Layered Freeform Structure (단층 프리폼 구조의 노드 개발을 위한 유한요소해석)

  • Oh, Jin-Tak;Lee, Kyoung-Ju;Ju, Young-Kyu;Woo, Woon-Taek;Kim, Sang-Dae
    • Journal of Korean Association for Spatial Structures
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    • v.11 no.3
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    • pp.137-145
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    • 2011
  • Due to architectural requirement, the attention of single layered freeform spatial structure is increasing nowadays. Because the node of single layered structure should resist the bending and axial forces simultaneously, it is necessary to develop a new proper type of node in detail. In this study, a new type of node for single layered freeform spatial structure was proposed. And the structural performance for the node was analytically evaluated using the commercial FEM software(ABACUS). As a result, a node prototype was selected and the proposed node showed good structural behaviors.

Conditional Moment-based Classification of Patterns Using Spatial Information Based on Gibbs Random Fields (깁스확률장의 공간정보를 갖는 조건부 모멘트에 의한 패턴분류)

  • Kim, Ju-Sung;Yoon, Myoung-Young
    • The Transactions of the Korea Information Processing Society
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    • v.3 no.6
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    • pp.1636-1645
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    • 1996
  • In this paper we proposed a new scheme for conditional two dimensional (2-D)moment-based classification of patterns on the basis of Gibbs random fields which are will suited for representing spatial continuity that is the characteristic of the most images. This implementation contains two parts: feature extraction and pattern classification. First of all, we extract feature vector which consists of conditional 2-D moments on the basis of estimated Gibbs parameter. Note that the extracted feature vectors are invariant under translation, rotation, size of patterns the corresponding template pattern. In order to evaluate the performance of the proposed scheme, classification experiments with training document sets of characters have been carried out on 486 66Mhz PC. Experiments reveal that the proposed scheme has high classification rate over 94%.

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Tracking of eyes based on the spatial moment using weighted gray level (명암 가중치를 이용한 공간 모멘트기반 눈동자 추적)

  • Choi, Woo-Sung;Lee, Kyu-Won;Kim, Kwan-Seop
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2009.10a
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    • pp.198-201
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    • 2009
  • In this paper, an eye tracking method is presented by using on iterated spatial moment adapting weighted gray level that can accurately detect and track user's eyes under the complicated background. The region of face is detected by using Haar-like feature before extracting region of eyes to minimize an region of interest from the input picture of CCD camera. And the region of eyes is detected by using eigeneye based on the eigenface of Principal component analysis. And then feature points of eyes are detected from darkest part in the region of eyes. The tracking of eyes is achieved correctly by using iterated spatial moment adapting weighted gray level.

  • PDF