• 제목/요약/키워드: feature construction

검색결과 521건 처리시간 0.026초

Improvement of Historical-Hanja Recognition Using a Nonlinear Transform of Contour Directional Feature Vectors

  • Kim, Min Soo;Kim, Jin Hyung
    • Communications for Statistical Applications and Methods
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    • 제11권3호
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    • pp.503-511
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    • 2004
  • In Korea, OCR-based techniques have been developed for digital library construction of historical documents. In this paper, we propose the nonlinear transform of contour directional feature (CDF) vectors using log it and power transforms with skewness criterion to enhance the discriminant power. Experiments were conducted using samples from Seung-jung-won diaries (Diaries of King's Secretaries). Our results show that proposed method outperforms the others like Box-Cox transform in this database.

UAV-based Construction Site Monitoring and Analysis System Development for Civil Engineering Management (토목현장에서의 무인비행장치 기반 현장정보 취득 및 분석 시스템 개발)

  • Kim, Changyoon;Youn, Junhee
    • KSCE Journal of Civil and Environmental Engineering Research
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    • 제42권4호
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    • pp.549-557
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    • 2022
  • Due to harsh conditions of construction site, understanding of current feature of terrain and other infrastructures is critical issue for site managers. However, because of difficulties in acquiring the geographical information of the construction sites such as large sites and limited capability of construction workers, comprehensive site investigation of current feature of construction site is not an easy task for construction managers. To address these circumstances of construction sites, this study deduce difficulties and applicabilities of unmanned aerial vehicle in the area of construction site management. To confirm applicability of UAV in civil construction project, case study have been conducted on the road construction project. The result of case study proved that the developed system is one of promising technologies that has been studied in construction site management. To improve applicability of UAV for construction and process management information, law and technical issues will be an important area of future study.

Weak Connectivity in (Un)bounded Dependency Constructions

  • Kim, Yong-Beom
    • Proceedings of the Korean Society for Language and Information Conference
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    • 한국언어정보학회 2007년도 정기학술대회
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    • pp.234-240
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    • 2007
  • This paper argues that various kinds of displaced structures in English should be licensed by a more explicitly formulated type of rule schema in order to deal with what is called weak connectivity in English. This paper claims that the filler and the gap site cannot maintain the total identity of features but a partial overlap since the two positions need to obey the structural forces that come from occupying respective positions. One such case is the missing object construction where the subject fillers and the object gaps are to observe requirements that are imposed on the respective positions. Others include passive constructions and topicalized structures. In this paper, it is argued that the feature discrepancy comes from the different syntactic positions in which the fillers are assumed to be located before and after displacement. In order to capture this type of mismatch, syntactically relevant features are handled separately from the semantically motivated features in order to deal with the syntactically imposed requirements.

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FEATURE-BASED SPATIAL DATA MODELING FOR SEAMLESS MAP, HISTORY MANAGEMENT AND REAL-TIME UPDATING

  • Kim, Hyeong-Soo;Kim, Sang-Yeob;Seo, Sung-Bo;Kim, Hi-Seok;Ryu, Keun-Ho
    • Proceedings of the KSRS Conference
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    • 대한원격탐사학회 2008년도 International Symposium on Remote Sensing
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    • pp.433-436
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    • 2008
  • A demand on the spatial data management has been rapidly increased with the introduction and diffusion process of ITS, Telematics, and Wireless Sensor Network, and many different people use the digital map that offers various thematic spatial data. Spatial data for digital map can manage to tile-based and feature-based data. The existing tile-based digital map management systems have difficult problems of data construction, history management, and updating based on a spatial object. In order to solve these problems, this paper proposed the data model for the feature-based digital map management system that is designed for feature-based seamless map, history management, real-time updating of spatial data, and analyzed the validity and utility of the proposed model.

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Feature Impact Evaluation Based Pattern Classification System

  • Rhee, Hyun-Sook
    • Journal of the Korea Society of Computer and Information
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    • 제23권11호
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    • pp.25-30
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    • 2018
  • Pattern classification system is often an important component of intelligent systems. In this paper, we present a pattern classification system consisted of the feature selection module, knowledge base construction module and decision module. We introduce a feature impact evaluation selection method based on fuzzy cluster analysis considering computational approach and generalization capability of given data characteristics. A fuzzy neural network, OFUN-NET based on unsupervised learning data mining technique produces knowledge base for representative clusters. 240 blemish pattern images are prepared and applied to the proposed system. Experimental results show the feasibility of the proposed classification system as an automating defect inspection tool.

High Speed Construction Method of Panoramic Images Using Scene Shot Guider (촬영 장면 가이더를 이용한 고속 파노라마 영상 생성 방법)

  • Kim, Tae-Woo;Yoo, Hyeon-Joong;Sohn, Kyu-Seek
    • Journal of the Korea Academia-Industrial cooperation Society
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    • 제8권6호
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    • pp.1449-1457
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    • 2007
  • A panorama image is constructed by merging several overlapped images to a big one. There are two kinds of methods, feature based and direct method, in the construction. Feature based one has a merit of processing speed faster than direct one. But, it is difficult to be implemented under slower processing environments such as mobile device. This paper proposed high speed construction method of a panorama image. The algorithm extremely improved matching speed by reducing the number of matching parameters using scene shot guider, and additionally adapted local matching technique to reduce matching error caused by the fewer matching parameters. In the experiments, it was shown that the proposed method required about 0.078 second in processing time, about 17 times shorter than the feature based one, for 24-bit color images of $320{\times}240$ size.

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Geological Structure Related to Seoul Sub-way Construction. (서울지하철공사와 암반구조)

  • Lee Su Gon
    • Explosives and Blasting
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    • 제10권3호
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    • pp.8-25
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    • 1992
  • On the Sub- way Construction It is important to Survey in advance the Geological Structure and also to make the Engineering Geological map this paper deseribs the feature of Geological structure of Seoul Area and analyses the recently occured Rock falling acciudents. NATM Tunnelling always must be done with careful observation and measurement of the geological condition.

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An OSI and SN Based Persistent Naming Approach for Parametric CAD Model Exchange (기하공간정보(OSI)와 병합정보(SN)을 이용한 고유 명칭 방법)

  • Han S.H.;Mun D.H.
    • Korean Journal of Computational Design and Engineering
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    • 제11권1호
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    • pp.27-40
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    • 2006
  • The exchange of parameterized feature-based CAD models is important for product data sharing among different organizations and automation systems. The role of feature-based modeling is to gonerate the shape of product and capture design intends In a CAD system. A feature is generated by referring to topological entities in a solid. Identifying referenced topological entities of a feature is essential for exchanging feature-based CAD models through a neutral format. If the CAD data contains the modification history in addition to the construction history, a matching mechanism is also required to find the same entity in the new model (post-edit model) corresponding to the entity in the old model (preedit model). This problem is known as the persistent naming problem. There are additional problems arising from the exchange of parameterized feature-based CAD models. Authors have analyzed previous studies with regard to persistent naming and characteristics for the exchange of parameterized feature-based CAD models, and propose a solution to the persistent naming problem. This solution is comprised of two parts: (a) naming of topological entities based on the object spore information (OSI) and secondary name (SN); and (b) name matching under the proposed naming.