• Title/Summary/Keyword: Object Data

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Calculating Attribute Values using Interval-valued Fuzzy Sets in Fuzzy Object-oriented Data Models (퍼지객체지향자료모형에서 구간값 퍼지집합을 이용한 속성값 계산)

  • Cho Sang-Yeop;Lee Jong-Chan
    • Journal of Internet Computing and Services
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    • v.4 no.4
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    • pp.45-51
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    • 2003
  • In general, the values for attribute appearing in fuzzy object-oriented data models are represented by the fuzzy sets. If it can allow the attribute values in the fuzzy object-oriented data models to be represented by the interval-valued fuzzy sets, then it can allow the fuzzy object-oriented data models to represent the attribute values in more flexible manner. The attribute values of frames appearing in the inheritance structure of the fuzzy object-oriented data models are calculated by a prloritized conjunction operation using interval-valued fuzzy sets. This approach can be applied to knowledge and information processing in which degree of membership is represented as not the conventional fuzzy sets but the interval-valued fuzzy sets.

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A Location Context Management Architecture of Mobile Objects for LBS Application

  • Ahn, Yoon-Ae
    • Journal of the Korean Data and Information Science Society
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    • v.18 no.4
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    • pp.1157-1170
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    • 2007
  • LBS must manage various context data and make the best use of this data for application service in ubiquitous environment. Conventional mobile object data management architecture did not consider process of context data. Therefore a new mobile data management framework is needed to process location context data. In this paper, we design a new context management framework for a location based application service. A suggestion framework is consisted of context collector, context manager, rule base, inference engine, and mobile object context database. It describes a form of rule base and a movement process of inference engine that are based on location based application scenario. It also presents an embodiment instance of interface which suggested framework is applied to location context interference of mobile object.

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PointNet and RandLA-Net Algorithms for Object Detection Using 3D Point Clouds (3차원 포인트 클라우드 데이터를 활용한 객체 탐지 기법인 PointNet과 RandLA-Net)

  • Lee, Dong-Kun;Ji, Seung-Hwan;Park, Bon-Yeong
    • Journal of the Society of Naval Architects of Korea
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    • v.59 no.5
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    • pp.330-337
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    • 2022
  • Research on object detection algorithms using 2D data has already progressed to the level of commercialization and is being applied to various manufacturing industries. Object detection technology using 2D data has an effective advantage, there are technical limitations to accurate data generation and analysis. Since 2D data is two-axis data without a sense of depth, ambiguity arises when approached from a practical point of view. Advanced countries such as the United States are leading 3D data collection and research using 3D laser scanners. Existing processing and detection algorithms such as ICP and RANSAC show high accuracy, but are used as a processing speed problem in the processing of large-scale point cloud data. In this study, PointNet a representative technique for detecting objects using widely used 3D point cloud data is analyzed and described. And RandLA-Net, which overcomes the limitations of PointNet's performance and object prediction accuracy, is described a review of detection technology using point cloud data was conducted.

Knowledge-Based Approach for an Object-Oriented Spatial Database System (지식기반 객체지향 공간 데이터베이스 시스템)

  • Kim, Yang-Hee
    • Journal of Intelligence and Information Systems
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    • v.9 no.3
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    • pp.99-115
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    • 2003
  • In this paper, we present a knowledge-based object-oriented spatial database system called KOBOS. A knowledge-based approach is introduced to the object-oriented spatial database system for data modeling and approximate query answering. For handling the structure of spatial objects and the approximate spatial operators, we propose three levels of object-oriented data model: (1) a spatial shape model; (2) a spatial object model; (3) an internal description model. We use spatial type abstraction hierarchies(STAHs) to provide the range of the approximate spatial operators. We then propose SOQL, a spatial object-oriented query language. SOQL provides an integrated mechanism for the graphical display of spatial objects and the retrieval of spatial and aspatial objects. To support an efficient hybrid query evaluation, we use the top-down spatial query processing method.

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TV-Anytime metadata delivery method based on object carousel for unidirectional personalized broadcasting environment (단방향 맞춤형 방송 환경에서의 객체 캐루젤(Object Carousel) 기반의 TV-Anytime Metadata 전송 기법)

  • Kim Seung Hyun;Lim Jongtae
    • Journal of Broadcast Engineering
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    • v.9 no.4 s.25
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    • pp.297-304
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    • 2004
  • TV-Anytime specification provides metadata standards for personalized broadcasting service. For personalized broadcasting service, the metadata is transmitted through the specific way to the employed broadcasting system. In an MPEG-2 environment. the metadata can be transmitted using Sections, objects within a DSM-CC Object Carousel or modules within a DSM-CC Data Carousel. In this paper, we introduce a TV-Anytime metadata delivery method within Object Carousel which is used in ATSC-ACAP and DVB-MHP, We describe an actual example of unidirectional personalized broadcasting which is implemented on an ATSC-ACAP data broadcasting receiver, where the metadata is delivered as objects within a DSM-CC Object Carousel.

An Interactive Character Animation and Data Management Tool (대화형 캐릭터 애니메이션 생성과 데이터 관리 도구)

  • Lee, Min-Geun;Lee, Myeong-Won
    • The KIPS Transactions:PartA
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    • v.8A no.1
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    • pp.63-69
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    • 2001
  • In this paper, we present an interactive 3D character modeling and animation including a data management tool for editing the animation. It includes an animation editor for changing animation sequences according to the modified structure of 3D object in the object structure editor. The animation tool has the feature that it can produce motion data independently of any modeling tool including our modeling tool. Differently from conventional 3D graphics tools that model objects based on geometrically calculated data, our tool models 3D geometric and animation data by approximating to the real object using 2D image interactively. There are some applications that do not need precise representation, but an easier way to obtain an approximated model looking similar to the real object. Our tool is appropriate for such applications. This paper has focused on the data management for enhancing the automatin and convenience when editing a motion or when mapping a motion to the other character.

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The Design of Geographic Information System based on Object Grouping (객체그룹화에 기반한 지리정보시스템의 설계)

  • Kang, Shin-Bong;Joo, In-Hak;Choy, Yoon-Chul
    • Journal of Korean Society for Geospatial Information Science
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    • v.3 no.1 s.5
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    • pp.45-54
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    • 1995
  • The relational data model is based on mathematical concept of relations and is well formulated, and so there have been numerous practical applications and studies. However, it is not suitable for representing a complex hierarchical structure, which is the characteristic of most geographical objects. On the other hand, the object-oriented data model can naturally represent a complex hierarchical structure, but there is a difficulty in sharing data with the relational data model which is currently used by most commercial GIS users. Also it has no standard query language with standardized format. In this paper, we propose an Object Grouping based on RDBMS to use data from a traditional relational data model while supporting various concepts of the object-oriented data model, and we applied this data model to design a GIS.

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3D motion estimation using multisensor data fusion (센서융합을 이용한 3차원 물체의 동작 예측)

  • 양우석;장종환
    • 제어로봇시스템학회:학술대회논문집
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    • 1993.10a
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    • pp.679-684
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    • 1993
  • This article presents an approach to estimate the general 3D motion of a polyhedral object using multiple, sensory data some of which may not provide sufficient information for the estimation of object motion. Motion can be estimated continuously from each sensor through the analysis of the instantaneous state of an object. We have introduced a method based on Moore-Penrose pseudo-inverse theory to estimate the instantaneous state of an object. A linear feedback estimation algorithm is discussed to estimate the object 3D motion. Then, the motion estimated from each sensor is fused to provide more accurate and reliable information about the motion of an unknown object. The techniques of multisensor data fusion can be categorized into three methods: averaging, decision, and guiding. We present a fusion algorithm which combines averaging and decision.

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Object Detection Algorithm in a Level Crossing Area Using Image Processing (화상처리를 이용한 철도 건널목의 물체 감지 알고리즘)

  • Yoo, Kwang-Kiun;Han, Seung-Jin;Lee, Key-Seo
    • Proceedings of the KIEE Conference
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    • 1995.11a
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    • pp.225-227
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    • 1995
  • An object detection algorithm using a modified IDM(Image Differential Method) is proposed for detecting an object in a level crossing area. The conventional object detection method using LASER light has the deadzone that it cannot detect small objects, while the object detection method using image data in a level crossing area can detect such small objects. But the image data in a level crossing area can be changeable easily because the data is outdoor and sensitive to such surrounding environments as the change of the sun beam, the shadow of cars, and so on. So we resolve these problems by adding the normalization and the process for shadow of the image data in a level crossing area to the basic IDM(Image Differential Method).

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Human-Object Interaction Detection Data Augmentation Using Image Concatenation (이미지 이어붙이기를 이용한 인간-객체 상호작용 탐지 데이터 증강)

  • Sang-Baek Lee;Kyu-Chul Lee
    • KIPS Transactions on Software and Data Engineering
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    • v.12 no.2
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    • pp.91-98
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    • 2023
  • Human-object interaction(HOI) detection requires both object detection and interaction recognition, and requires a large amount of data to learn a detection model. Current opened dataset is insufficient in scale for training model enough. In this paper, we propose an easy and effective data augmentation method called Simple Quattro Augmentation(SQA) and Random Quattro Augmentation(RQA) for human-object interaction detection. We show that our proposed method can be easily integrated into State-of-the-Art HOI detection models with HICO-DET dataset.