• Title/Summary/Keyword: 병합 알고리즘

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A Study on the Thesaurus Construction Using the Topic Map (토픽맵을 이용한 시소러스의 구조화 연구)

  • Nam, Young-Joon
    • Journal of the Korean Society for information Management
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    • v.22 no.3 s.57
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    • pp.37-53
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    • 2005
  • The terminology management is absolutely necessary for maintaining the efficiency of thesaurus. This is because the creating, differentiating, disappearing, and other processes of the descriptor become accomplished dynamically, making effective management of thesaurus a very difficult task. Therefore, a device is required for accomplishing methods to construct and maintain the thesaurus. This study proposes the methods to construct the thesaurus management using the basic elements of a topic map which are topic, occurrence, and association. Second, the study proposes the methods to represent the basic and specific instances using the systematic mapping algorithm and merging algorithm. Also, using a hub document as a standard, this study gives the methods to expand and subsitute the descriptors using the topic type. The new method applying fixed concept for double layer management on terms is developed, too. The purpose of this method is to fix the conceptual term which represents independent concept of time and space, and to select the descriptor freely by external information circumstance.

Character Region Detection Using Structural Features of Hangul & English Characters in Natural Image (자연영상에서 한글 및 영문자의 구조적 특징을 이용한 문자영역 검출)

  • Oh, Myoung-Kwan;Park, Jong-Cheon
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.15 no.3
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    • pp.1718-1723
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    • 2014
  • We proposes the method to detect the Hangul and English character region from natural image using structural feature of Hangul and English Characters. First, we extract edge features from natural image, Next, if features are not corresponding to the heuristic rule of character features, extracted features filtered out and select candidates of character region. Next, candidates of Hangul character region are merged into one Hangul character using Hangul character merging algorithm. Finally, we detect the final character region by Hangul character class decision algorithm. English character region detected by edge features of English characters. Experimental result, proposed method could detect a character region effectively in images that contains a complex background and various environments. As a result of the performance evaluation, A proposed method showed advanced results about detection of Hangul and English characters region from natural image.

A Method for the Increasing Efficiency of the Watershed Based Image Segmentation using Haar Wavelet Transform (Haar 웨이블릿 변환을 사용한 Watershed 기반 영상 분할의 효율성 증대를 위한 기법)

  • 김종배;김항준
    • Journal of the Institute of Electronics Engineers of Korea SP
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    • v.40 no.2
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    • pp.1-10
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    • 2003
  • This paper presents an efficient method for image segmentation based on a multiresolution application of a wavelet transform and watershed segmentation algorithm. The procedure toward complete segmentation consists of four steps: pyramid representation, image segmentation, region merging and region projection. First, pyramid representation creates multiresolution images using a wavelet transform. Second, image segmentation segments the lowest-resolution image of the pyramid using a watershed segmentation algorithm. Third, region merging merges the segmented regions using the third-order moment values of the wavelet coefficients. Finally, the segmented low-resolution image with label is projected into a full-resolution image (original image) by inverse wavelet transform. Experimental results of the presented method can be applied to the segmentation of noise or degraded images as well as reduce over-segmentation.

Development of CPLD technology mapping control algorithm for Sequential Circuit under Time Constraint (시간제약 조건하에서 순차 회로를 위한 CPLD 기술 매핑 제어 알고리즘 개발)

  • Youn, Chung-Mo;Kim, Jae-Jin
    • Journal of the Korean Institute of Telematics and Electronics T
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    • v.36T no.4
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    • pp.71-81
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    • 1999
  • We propose a new CPLD(Complexity Programmable Logic Device) technology mapping algorithm improving run-time under time constraint. In our technology mapping algorithm, a given logic equation is constructed as the DAG(Directed Acyclic Graph) type, then the DAG is reconstructed by replicating the node that outdegree is more than or equal to 2. As a result, it makes delay time and the number of CLBs, run-time to be minimized. Also, after the number of multi-level is defined and cost of each nodes is calculated, the graph is partitioned in order to fit to k that is the number of OR term within CLB. The partitioned nodes are merged through collapsing and bin packing is performed in order to fit to the number of OR term within CLB(Configurable Logic Block). In the results of experiments to MCNC circuits for logic synthesis benchmark, we can shows that proposed technology mapping algorithm reduces run-time and the number of CLBs much more than the TEMPLA.

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Face Detection in Color Images Based on Skin Region Segmentation and Neural Network (피부 영역 분할과 신경 회로망에 기반한 칼라 영상에서 얼굴 검출)

  • Lee, Young-Sook;Kim, Young-Bong
    • The Journal of the Korea Contents Association
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    • v.6 no.12
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    • pp.1-11
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    • 2006
  • Many research demonstrations and commercial applications have been tried to develop face detection and recognition systems. Human face detection plays an important role in applications such as access control and video surveillance, human computer interface, identity authentication, etc. There are some special problems such as a face connected with background, faces connected via the skin color, and a face divided into several small parts after skin region segmentation in generally. It can be allowed many face detection techniques to solve the first and second problems. However, it is not easy to detect a face divided into several parts of regions for reason of different illumination conditions in the third problem. Therefore, we propose an efficient modified skin segmentation algorithm to solve this problem because the typical region segmentation algorithm can not be used to. Our algorithm detects skin regions over the entire image, and then generates face candidate regions using our skin segmentation algorithm For each face candidate, we implement the procedure of region merging for divided regions in order to make a region using adjacency between homogeneous regions. We utilize various different searching window sizes to detect different size faces and a face detection classifier based on a back-propagation algorithm in order to verify whether the searching window contains a face or not.

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Development of CPLD technology mapping algorithm for Sequential Circuit under Time Constraint (시간제약 조건하에서 순차 회로를 위한 CPLD 기술 매핑 알고리즘 개발)

  • Youn, Chung-Mo;Kim, Hi-Seok
    • The Transactions of the Korea Information Processing Society
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    • v.7 no.1
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    • pp.224-234
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    • 2000
  • In this paper, we propose a new CPLD technology mapping algorithm for sequential circuit under time constraints. The algorithm detects feedbacks of sequential circuit, separate each feedback variables into immediate input variable, and represent combinational part into DAG. Also, among the nodes of the DAG, the nodes that the number of outdegree is more than or equal to 2 is not separated, but replicated from the DAG, and reconstructed to fanout-free-tree. To use this construction method is for reason that area is less consumed than the TEMPLA algorithm to implement circuits, and process time is improved rather than TMCPLD within given time constraint. Using time constraint and delay of device the number of partitionable multi-level is defined, the number of OR terms that the initial costs of each nodes is set to and total costs that the costs is set to after merging nodes is calculated, and the nodes that the number of OR terms of CLBs that construct CPLD is excessed is partitioned and is reconstructed as subgraphs. The nodes in the partitioned subgraphs is merged through collapsing, and the collapsed equations is performed by bin packing so that if fit to the number of OR terms in the CLBs of a given device. In the results of experiments to MCNC circuits for logic synthesis benchmark, we can shows that proposed technology mapping algorithm reduces the number of CLBs bu 15.58% rather than the TEMPLA, and reduces process time rather than the TMCPLD.

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Dynamic Extension of Genetic Tree Maps (유전 목 지도의 동적 확장)

  • Ha, seong-Wook;Kwon, Kee-Hang;Kang, Dae-Seong
    • Journal of KIISE:Software and Applications
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    • v.29 no.6
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    • pp.386-395
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    • 2002
  • In this paper, we suggest dynamic genetic tree-maps(DGTM) using optimal features on recognizing data. The DGTM uses the genetic algorithm about the importance of features rarely considerable on conventional neural networks and introduces GTM(genetic tree-maps) using tree structure according of the priority of features. Hence, we propose the extended formula, DGTM(dynamic GTM) has dynamic functions to separate and merge the neuron of neural network along the similarity of features.

The Watershed Image Segmentation Iteration Method (개선된Watershed영상분할방법)

  • 권기홍
    • Journal of the Korea Computer Industry Society
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    • v.4 no.12
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    • pp.923-928
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    • 2003
  • A severe drawback to the calculation of watershed images is over segmentation. Relevant object contours are lost in a sea of irrelevant ones. This is partly caused by random noise, inherent to a data, which gives rise to additional local minima, such that many catchments basins are further subdivided. Proposed watershed image segmentation algorithm is iteratively merging neighboring regions that have similar gray level distributions, to restore image.

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RFM Graphs : A New Interconnection Network Using Graph Merger (RFM Graphs :그래프 결합을 이용한 새로운 상호 연결망)

  • Lee, Hyeong-Ok;Heo, Yeong-Nam;Lim, Hyeong-Seok
    • The Transactions of the Korea Information Processing Society
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    • v.5 no.10
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    • pp.2615-2626
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    • 1998
  • In this paper, we propose a new interconnection network called RFM graph, whichis the merger of the directed rotator and Faber-Moore graph, and analyze fault tolerance, routing algorithm node disjoint cycles and broadcasting algorithm. We also describe methods to embed star graph, 2 dimesional torus and bubblesort graph into RFM graph with unit expasion and dilation 2.

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A Low Rate VQ Speech Coding Algorithm with Variable Transmission Frame Length (가변 전송 Frame 길이를 갖는 저 전송속도 VQ 음성부호화 알고리즘에 대한 연구)

  • 좌정우;이성로;이황수
    • The Journal of the Acoustical Society of Korea
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    • v.12 no.1E
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    • pp.32-38
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    • 1993
  • 본 논문에서는 저 전송속도의 음성 부호화기를 제안하였고 컴퓨터 시뮬레이션을 통하여 성능분석과 유연성을 입증하였다. 제안된 부호화 방식은 입력 음성신호의 Stationarity에 따라 전송 프레임의 길이를 가변하고, 전송 프레임의 대표적인 특징 벡터를 Vector Quatization으로 부호화하였다. 제안된 부호화 방식에서 특징 벡터열은 입력 음성신호를 샘플단위로 Prewindowed RLS Lattice 알고리즘을 통해 구한 PARCOR 계수로 구성된다. 입력 음성신호는 Subsegment로 분할되고, 각 Subsegment에서 대표적인 PARCOR 계수를 구한다. Likelihood Ratio Distortion Measure를 사용하여 유사도에 따라 Subsegment를 병합함으로써 전송프레임을 결정한다. 컴퓨터 시뮬레이션 결과로부터 제안된 VTEL 음성 부호화 방식은 좋은 음질을 유지하면서 전체 전송속도를 크게 줄일 수 있다.

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