• Title/Summary/Keyword: interpretation method

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A Study on Generation Methodology of Crime Prediction Probability Map by using the Markov Chains and Object Interpretation Keys (마코프 체인과 객체 판독키를 적용한 범죄 예측 확률지도 생성 기법 연구)

  • Noe, Chan-Sook;Kim, Dong-Hyun
    • Journal of the Korea Society of Computer and Information
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    • v.17 no.11
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    • pp.107-116
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    • 2012
  • In this paper we propose a method that can generate the risk probability map in the form of raster shape by using Markov Chain methodology applied to the object interpretation keys and quantified risk indexes. These object interpretation keys, which are primarily characteristics that can be identified by the naked eye, are set based on the objects that comprise the spatial information of a certain urban area. Each key is divided into a cell, and then is weighted by its own risk index. These keys in turn are used to generate the unified risk probability map using various levels of crime prediction probability maps. The risk probability map may vary over time and means of applying different sets of object interpretation keys. Therefore, this method can be used to prevent crimes by providing the ways of setting up the best possible police patrol beat as well as the optimal arrangement of surveillance equipments.

Performance Improvement of Virtualization Sensitive Instruction Emulation by Instruction Decoding at Compile Time (컴파일 시간 명령어 디코딩을 통한 가상화 민감 명령어 에뮬레이션 성능 개선)

  • Shin, Dong-Ha;Yun, Kyung-Un
    • Journal of the Korea Society of Computer and Information
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    • v.17 no.2
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    • pp.1-11
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    • 2012
  • Recently, we have seen several implementations that virtualize the ARM architecture. Since the current ARM architecture is not possible to be virtualized using the traditional technique called "trap-and-emulation", we usually detect all virtualization sensitive instructions during the run-time of a guest kernel and emulate them virtually rather than executing them directly. The emulation for virtualization is usually implemented either by binary translation or interpretation. Our research is about how to improve the performance of emulation for virtualization based on interpretation. The interpretation usually requires a few steps: instruction fetching, instruction decoding and instruction executing. In this paper, we propose a method that decodes all virtualization sensitive instructions during the compilation time of a guest kernel and reduces the time required for interpretation during the run time of the guest kernel. Our method provides both implementation simplicity and performance improvement of emulation for virtualization based on interpretation.

Recognition of Hatched-Area from Region Information of Object and Vectorized Interpretation Lines (객체의 영역 정보와 벡터화된 설명선으로부터 해칭 영역의 인식)

  • Jung, Yoon-Su;Oh, Sang-Keun;Lee, Byung-Kil;Park, Kil-Houm
    • The Transactions of the Korea Information Processing Society
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    • v.5 no.3
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    • pp.842-850
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    • 1998
  • In this paper, we propose a method that recognize hatched area based on segmentation and vectorization of a machine drawing. This recogntion of hatched area is composed of three parts. First, the proposed method segments an object, arrowheads and interpretation lines from the machine drawing and vectorizes the object and interpretation lines. Second, closed-loops are labeled with the vectorized objects, and then candidates of hatched areas arc determined. Finally, by recognizing hatched lines included in hatched areas, recognition of the hatched areas is completed. The proposed method is more useful in extracting and recognizing the hatched areas.

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Frequency-Wave Number Method for the Automated Calculation of the Phase Velocities from the SASW Measurements (SASW실험 분산곡선의 자동화 계산을 위한 주파수-파수 기법)

  • 조성호;강태호
    • Journal of the Korean Geotechnical Society
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    • v.19 no.4
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    • pp.299-310
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    • 2003
  • In the evaluation of the subgrade stiffness structure by the SASW method, the calculation of the phase velocities is the important task controlling the reliability of the result. The interpretation of the phase spectrum should precede the phase-velocity calculation in the current practice of the SASW method. The difficulty involved in the interpretation prohibited the SASW method from being spread over to the industry. This study proposed a new method called the frequency-wave number technique, which is based on the frequency-wave number relationship of the surface wave in the multi-layered system. The frequency-wave number technique eliminates the expertise in the interpretation of the phase spectrum, automates the phase-velocity calculation and expedites the determination of the phase-velocity dispersion curve. To verify the validity of the proposed frequency-wave number method, the transfer function determined from the numerical simulation of the SASW measurements was used fir the calculation of the automatic calculation of the phase velocities and compared with the phase velocities by WinSASW employing the phase-unwrapping method. Also, the proposed method was applied to the real SASW measurements performed at$\bigcirc$$\bigcirc$area in GyeongGi-Do to see how the proposed method works with the real measurements.

Study of Seismic Data Processing Method for Tunnel Detection (터널탐사를 위한 탄성파 자료처리법에 관한 연구)

  • Suh, Baek-Soo;Sohn, Kwon-Ik
    • The Journal of Engineering Geology
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    • v.17 no.4
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    • pp.633-642
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    • 2007
  • Traveltime tomogram is generally used for interpretation of seismic tunnel data. In the field data, the first arrival traveltime is less dispersive with increasing source-receiver seperation compared to theoretical model data. So the result of calculation can be serious despite of small errors such as traveltime picking. In this study, amplitude method and error tomogram method are tried to overcome these problems. This method will help the interpretation of the data from the underground tunnel.

Visualization of 3D Scanned Model for Interpretation of Heritage - Case of Dinosaur Tracks for Documentation and Interpretation (문화 및 자연 유산의 해석을 위한 3차원 스캔 모델의 가시화 - 공룡발자국의 기록과 해석 사례)

  • Ahn, Jaehong;Kong, Dal-Yong;Wohn, Kwang-Yun
    • Journal of the HCI Society of Korea
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    • v.8 no.1
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    • pp.19-28
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    • 2013
  • As yet the use of 3D scanning technology has been limited to documentation, preservation and monitoring in cultural and natural heritage domain. Appropriate visualization of precise geometric information in scan data can support scientific interpretation of the domain experts. We studied the rendering techniques which visualize the required features from scanned models, and proposed a 3D scan data visualization pipeline, rendering methods, and a classification scheme. As a case study, we analyzed the traditional method in the study of dinosaur tracks and performed the visualization of 3D scanned models. A user test based on the result confirmed an effectiveness of the proposed method. This research showed a practical method in which 3D scanned models can be used to effective interpretation of heritage.

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An efficient search of binary tree for huffman decoding based on numeric interpretation of codewords

  • Kim, Byeong-Il;Chang, Tae-Gyu;Jeong, Jong-Hoon
    • Proceedings of the IEEK Conference
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    • 2002.07a
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    • pp.133-136
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    • 2002
  • This paper presents a new method of Huffman decoding which gives a significant improvement of processing efficiency based on the reconstruction of an efficient one-dimensional array data structure incorporating the numeric interpretation of the accrued codewords in the binary tree. In the Proposed search method, the branching address is directly obtained by the arithematic operation with the incoming digit value eliminating the compare instruction needed in the binary tree search. The proposed search method gives 30% of improved Processing efficiency and the memory space of the reconstructed Huffman table is reduced to one third compared to the ordinary ‘compare and jump’ based binary tree. The experimental result with the six MPEG-2 AAC test files also shows about 198% of performance improvement compared to those of the widely used conventional sequential search method.

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Recognition of dimension lines based on extraction of the objet in mechanical drawings (기계 도면에서 객체의 분리 추출에 기반한 치수선의 인식)

  • 정영수;박길흠
    • Journal of the Korean Institute of Telematics and Electronics S
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    • v.34S no.10
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    • pp.120-131
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    • 1997
  • This paper prsents a new method that automatically recognizes the dimension lines (consisting of shape lines, tail lines and extension lines) from the mechanical drawings. In the proposed method, the object and closed-loop symbols are separated from the character-free drawings. Then the object lines and interpretation lines are vectorized by using several techniques such as thinning, line-vectorization, and vector-clustering. Finally, after recognizing arrowheads by using pattern matching, we recognize dimension lines from interpretation lines by using arrohead's directional vector and centroid. By using the methods of geometric modeling and mathematical operation, the proposed method readility recognizes the dimension lines from complex drawings. Experimental resuls are presented, which are obtained by applying the proposed method to drawings drawn in compliance with the KS drafting standard.

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Compatibility inspection for the way for Decision about Bight Flow Profile of Standard River Design (하천설계기준의 만곡부 수면형 결정 방법에 대한 적용성 검증)

  • Choi, Han-Kuy;Che, Hong-Gi;Baek, Hyo-Sun
    • Journal of Industrial Technology
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    • v.26 no.B
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    • pp.43-51
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    • 2006
  • Through the result of calculating the deviation between the value calculated from two-dimensional number formula, one-dimensional number interpretation, and curving part water surface type calculation method, we could confirmed that the deviation is reduced more than 50% when we use curving part water surface type calculation method. Also it was confirmed that there occurs the reduction rate of maximum 59% as the result of comparing with one-dimensional number interpretation since the reduction rate of safe room height was 20%, in 500 CMS of flood water quantity when we planted the construction of levee by curving part water surface type calculation method. And therefore, we have confirmed that the curving water surface type calculation method can be used as a simple formula in rivers with water quantity less than 500 CMS that flows in and out in Jess than 90 degree angle.

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Unsupervised Feature Selection Method Based on Principal Component Loading Vectors (주성분 분석 로딩 벡터 기반 비지도 변수 선택 기법)

  • Park, Young Joon;Kim, Seoung Bum
    • Journal of Korean Institute of Industrial Engineers
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    • v.40 no.3
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    • pp.275-282
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    • 2014
  • One of the most widely used methods for dimensionality reduction is principal component analysis (PCA). However, the reduced dimensions from PCA do not provide a clear interpretation with respect to the original features because they are linear combinations of a large number of original features. This interpretation problem can be overcome by feature selection approaches that identifying the best subset of given features. In this study, we propose an unsupervised feature selection method based on the geometrical information of PCA loading vectors. Experimental results from a simulation study demonstrated the efficiency and usefulness of the proposed method.