• 제목/요약/키워드: Model merging.

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프로세스 레벨의 병합 단위장치를 위한 IEC61850-9-2 샘플링 값 서비스 구현에 관한 연구 (A Study on IEC61850-9-2 Distributed Sampled Measured Values Applications for Merging Unit at Process Level)

  • 김관수;이홍희;김병진
    • 전기학회논문지
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    • 제56권7호
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    • pp.1177-1182
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    • 2007
  • Recently, IEC61850 supports the standardized communication technique in both station bus and process bus, and presents the substation automation model. In this paper, we propose the required techniques to develop the Merging Unit (MU), which is one of the important data acquisition equipment in substation automation, under IEC61850 communication protocol. Especially, we also propose the precision time synchronization technique using GPS(Global Positioning System) for the MU. IEC61850-9-2 SV (Sampled Value) service is applied to the MU which is designed using microprocessor. In order to evaluate the performance of the proposed MU, the playback program, which can reconstruct the transmitted sampled value data on the basis of time information, is developed and the performance of the IEC61850 SV service for MU is verified experimentally.

RP 코드 합성을 기반으로 한 세 방향 영상에서의 삼차원 모델의 복원 (3-D Model Reconstruction from Three Orthogonal Views Based on Merging Technique of RP Codes)

  • 박순용;진성일
    • 전자공학회논문지B
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    • 제31B권4호
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    • pp.106-114
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    • 1994
  • A new merging technique is adopted for combining rectangular parallelepipes produced by 2-D rectangular code into more intuitive 30D volume elements. Rectangular parallelepiped codes (RP codes) can be used in volume-based representation of a three-dimensional object. We proposed more regularity-conserving 2-D rectangular coding scheme to merge rectangular cells represented by RP codes in three-dimensional space. After being constructed from modified 2-D rectangular code, 3-D RP codes are merged in the two orthogonal directions using new merging algorithm. The shape of merged 3-D object reconstructed by proposed algorithm is shown to be much closer to the original object shape than that of conventional RP codes. The storage requirement of merged object can be also reduced.

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Texture superpixels merging by color-texture histograms for color image segmentation

  • Sima, Haifeng;Guo, Ping
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제8권7호
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    • pp.2400-2419
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    • 2014
  • Pre-segmented pixels can reduce the difficulty of segmentation and promote the segmentation performance. This paper proposes a novel segmentation method based on merging texture superpixels by computing inner similarity. Firstly, we design a set of Gabor filters to compute the amplitude responses of original image and compute the texture map by a salience model. Secondly, we employ the simple clustering to extract superpixles by affinity of color, coordinates and texture map. Then, we design a normalized histograms descriptor for superpixels integrated color and texture information of inner pixels. To obtain the final segmentation result, all adjacent superpixels are merged by the homogeneity comparison of normalized color-texture features until the stop criteria is satisfied. The experiments are conducted on natural scene images and synthesis texture images demonstrate that the proposed segmentation algorithm can achieve ideal segmentation on complex texture regions.

비교사 분할 및 병합으로 구한 의사형태소 음성인식 단위의 성능 (Performance of Pseudomorpheme-Based Speech Recognition Units Obtained by Unsupervised Segmentation and Merging)

  • 방정욱;권오욱
    • 말소리와 음성과학
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    • 제6권3호
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    • pp.155-164
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    • 2014
  • This paper proposes a new method to determine the recognition units for large vocabulary continuous speech recognition (LVCSR) in Korean by applying unsupervised segmentation and merging. In the proposed method, a text sentence is segmented into morphemes and position information is added to morphemes. Then submorpheme units are obtained by splitting the morpheme units through the maximization of posterior probability terms. The posterior probability terms are computed from the morpheme frequency distribution, the morpheme length distribution, and the morpheme frequency-of-frequency distribution. Finally, the recognition units are obtained by sequentially merging the submorpheme pair with the highest frequency. Computer experiments are conducted using a Korean LVCSR with a 100k word vocabulary and a trigram language model obtained by a 300 million eojeol (word phrase) corpus. The proposed method is shown to reduce the out-of-vocabulary rate to 1.8% and reduce the syllable error rate relatively by 14.0%.

Subsurface origin of merging and fragmentation in AR10930

  • Magara, Tetsuya
    • 천문학회보
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    • 제44권2호
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    • pp.41.2-41.2
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    • 2019
  • The aim of this study is to demonstrate the subsurface origin of the complex observed evolution of the solar active region 10930 (AR10930) associated with merging and breakup of magnetic polarity regions at the solar surface. This is important for a comprehensive understanding of observed properties of the active region, because subsurface magnetic flux and subsurface dynamical processes are seamlessly connected to surface magnetic flux and surface dynamical processes, respectively. In other words, the solar surface does not behave as an impermeable boundary towards magnetic flux and dynamical processes. In this talk, we show a magnetohydrodynamic (MHD) model of merging and fragmentation in AR10930. We then discuss what physical processes could be involved in the characteristic evolution of an active region magnetic field that leads to the formation of a sunspot surrounded by satellite polarity regions.

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Investigation of sunspot substructure using chromospheric bright patches in a merging sunspot

  • Cho, Kyuhyoun
    • 천문학회보
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    • 제45권1호
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    • pp.44.3-44.3
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    • 2020
  • Sunspot substructure is an important subject to explain their stability and energy transport. Previous studies suggested two substructure models, monolithic and spaghetti model, but no clear evidence has been found supporting a particular model. To obtain the clue of the sunspot substructure the IRIS Mg II 2796Å slit-jaw images (SJI) were examined. The Mg II images formed in the chromosphere show bright patches inside umbrae which are regarded as an observational signature of upward propagating slow magnetohydrodynamic (MHD) waves. The slow MHD waves are expected to be generated by convective motion below the photosphere. By tracking the motion of the bright patches it is possible to estimate the locations of oscillation centers that correspond to the occurrence position of the convections. I investigated the spatial distribution of the oscillation center in a merging sunspot and found it is randomly distributed. It implies that the occurrence rate of the convective motion inside the sunspot is not much different from that of between the two sunspots, and supports the spaghetti model as the sunspot substructure.

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Ekman 분출 모델에 의한 직사각형 용기 내의 스핀업 유동 연구 (A Study on the Spin-up Flow in a Rectangular Container by Using Ekman Pumping Models)

  • 최윤환;박준관;서용권
    • 대한기계학회논문집B
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    • 제25권5호
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    • pp.680-687
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    • 2001
  • In this study, spin-up flows in a rectangular container are analysed both numerically and experimentally. In the numerical computation, we use two Ekman pumping models, the classical leading order and the first order. We also compared our results with those obtained for the case without a pumping model. Effect of two parameters, Reynolds number and the Rossby number on the flow evolution is studied. The first order and the leading order Ekman pumping models are in good agreement with the experimental result compared with the non-Ekman pumping model. Attention is given to the merging of two cyclonic vortices.

The preprocessing effect using K-means clustering and merging algorithms in cardiac left ventricle segmentation

  • Cho, Ik-Hwan;Do, Ki-Bum;Oh, Jung-Su;Song, In-Chan;Chang, Kee-Hyun;Jeong, Dong-Seok
    • 대한자기공명의과학회:학술대회논문집
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    • 대한자기공명의과학회 2002년도 제7차 학술대회 초록집
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    • pp.126-126
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    • 2002
  • Purpose: For quantitative analysis of the cardiac diseases, it is necessary to segment the left-ventricle(LV) in MR cardiac images. Snake or active contour model has been used to segment LV boundary. In using these models, however, the contour of the LV may not converge to the desirable one because the contour may fall into local minimum value due to image artifact in inner region of the LV Therefore, in this paper, we propose the new preprocessing method using K-means clustering and merging algorithms that can improve the performance of the active contour model.

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Parallel Dense Merging Network with Dilated Convolutions for Semantic Segmentation of Sports Movement Scene

  • Huang, Dongya;Zhang, Li
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제16권11호
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    • pp.3493-3506
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    • 2022
  • In the field of scene segmentation, the precise segmentation of object boundaries in sports movement scene images is a great challenge. The geometric information and spatial information of the image are very important, but in many models, they are usually easy to be lost, which has a big influence on the performance of the model. To alleviate this problem, a parallel dense dilated convolution merging Network (termed PDDCM-Net) was proposed. The proposed PDDCMNet consists of a feature extractor, parallel dilated convolutions, and dense dilated convolutions merged with different dilation rates. We utilize different combinations of dilated convolutions that expand the receptive field of the model with fewer parameters than other advanced methods. Importantly, PDDCM-Net fuses both low-level and high-level information, in effect alleviating the problem of accurately segmenting the edge of the object and positioning the object position accurately. Experimental results validate that the proposed PDDCM-Net achieves a great improvement compared to several representative models on the COCO-Stuff data set.

자기공명 심장 영상의 좌심실 경계추출에서의 k 평균 군집화와 병합 알고리즘의 사용으로 인한 전처리 효과 (Preprocessing Effect by Using k-means Clustering and Merging .Algorithms in MR Cardiac Left Ventricle Segmentation)

  • Ik-Hwan Cho;Jung-Su Oh;Kyong-Sik Om;In-Chan Song;Kee-Hyun Chang;Dong-Seok Jeong
    • 대한의용생체공학회:의공학회지
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    • 제24권2호
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    • pp.55-60
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    • 2003
  • 심장 질환의 정량적 분석을 위해서 자기공명 심장 영상에서 좌심실의 경계를 추출하는 것이 중요하다. Snake 또는 active contour 모델은 좌심실 경계 추출을 위해서 사용되어 왔다. 그러나 이 모델을 사용하는데 있어서 좌심실의 경계선이 좌심실 내부에 생긴 결절 때문에 경계선이 지역최소값으로 빠져서 원하는 경계선에 수렴하지 못 할 수도 있다. 그러므로 본 논문에서는 active contour 모델의 성능을 향상시킬 수 있는 k 평균 군집화와 병합 알고리즘을 이용한 전처리 방법을 제안하였다. 제안된 방법으로 지역 최소값 수렴 문제를 해결함을 확인하였다.