• Title/Summary/Keyword: Unstructured Object

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A study on the policy of de-identifying unstructured data for the medical data industry (의료 데이터 산업을 위한 비정형 데이터 비식별화 정책에 관한 연구)

  • Sun-Jin Lee;Tae-Rim Park;So-Hui Kim;Young-Eun Oh;Il-Gu Lee
    • Convergence Security Journal
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    • v.22 no.4
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    • pp.85-97
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    • 2022
  • With the development of big data technology, data is rapidly entering a hyperconnected intelligent society that accelerates innovative growth in all industries. The convergence industry, which holds and utilizes various high-quality data, is becoming a new growth engine, and big data is fused to various traditional industries. In particular, in the medical field, structured data such as electronic medical record data and unstructured medical data such as CT and MRI are used together to increase the accuracy of disease prediction and diagnosis. Currently, the importance and size of unstructured data are increasing day by day in the medical industry, but conventional data security technologies and policies are structured data-oriented, and considerations for the security and utilization of unstructured data are insufficient. In order for medical treatment using big data to be activated in the future, data diversity and security must be internalized and organically linked at the stage of data construction, distribution, and utilization. In this paper, the current status of domestic and foreign data security systems and technologies is analyzed. After that, it is proposed to add unstructured data-centered de-identification technology to the guidelines for unstructured data and technology application cases in the industry so that unstructured data can be actively used in the medical field, and to establish standards for judging personal information for unstructured data. Furthermore, an object feature-based identification ID that can be used for unstructured data without infringing on personal information is proposed.

Evaluation of Performance Index of Dual-arm manipulator for Multiple Shape Object Handling (Multiple Shape Object Handling을 위한 양팔로봇의 성능지수 평가)

  • Son, Joon-Bae;Chen, Hu;Lee, Jang-Myung
    • The Journal of Korea Robotics Society
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    • v.7 no.1
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    • pp.9-19
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    • 2012
  • This paper proposes a performance index for the multiple shape object handling of dual arm manipulator to determine whether a robot is good or not. When the dual-arm manipulator grasps a fixed object and is posed, the dual-arm manipulator should procure a space to freely control the manipulator. As a performance evaluation parameter, each joint torque from current sensor signal is utilized. From the current information, torque and energy for each joint are estimated. In this paper an performance index for an unstructured object is defined by an energy-cost function, and stability analysis for each motion is derived by the maximum force to the object. The maximum force to the object is computed by the inertia of object and acceleration information of end-effector. The acceleration data are derived by the double derivation of each encoder signal. Manipulability measure which implies how efficiently the dual-arm manipulator can move with the grasped object, can be represented by the intersection of the two manipulability ellipsoids for the left and right arms. Effectiveness of the proposed algorithm has been verified through the practical simulations and real experiments.

Object Directive Manipulation Through RFID

  • Chong, Nak-Young;Tanie, Kazuo
    • 제어로봇시스템학회:학술대회논문집
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    • 2003.10a
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    • pp.2731-2736
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    • 2003
  • In highly informative, perception-rich environments that we call Omniscient Spaces, robots interact with physical objects which in turn afford robots the information showing how the objects should be manipulated. Object manipulation is commonly believed one of the most basic tasks in robot applications. However, no approaches including visual servoing seem satisfactory in unstructured environments such as our everyday life. Thus, in Omniscient Spaces, the features of the environments embed themselves in every entity, allowing robots to easily identify and manipulate unknown objects. To achieve this end, we propose a new paradigm of the interaction through Radio Frequency Identification (RFID). The aim of this paper is to learn about RFID and investigate how it works in object manipulation. Specifically, as an innovative trial for autonomous, real-time manipulation, a likely mobile robot equipped with an RFID system is developed. Details on the experiments are described together with some preliminary results.

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Development of a Pre-Processing Program for Flow Analysis Based on the Object-Oriented Programming Concept (OOP 개념에 기초한 유동해석용 전처리 프로그램 개발)

  • Myong, Hyon-Kook;Ahn, Jong-Ki
    • Transactions of the Korean Society of Mechanical Engineers B
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    • v.32 no.1
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    • pp.70-77
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    • 2008
  • A pre-processing program based on the OOP(object-oriented programming) concept has been developed. The program consists of the input of a 2D or 3D flow problem to a CFD program by means of an user-friendly interface and the subsequent transformation of this input into a form suitable for the solver(PowerCFD) using unstructured cell-centered method. User-friendly GUI(graphic user interface) has been built on the base of MFC(Microsoft Foundation Class). The program is organized as modules by classes based on VTK(Visualization ToolKit)-library, and these classes are made to function through inheritance and cooperation which is an important and valuable concept of object-oriented programming. The major functions of this program are introduced and demonstrated, which include mesh generation, boundary settings, solver settings, generation of grid connectivity and geometric data etc.

Flow-Induced Vibration Analysis of 2-DOF System Using Unstructured Euler Code (비정렬 오일러 코드를 이용한 2자유도계 시스템의 유체유발 진동해석)

  • Kim, Dong-Hyun;Park, Young-Min;Lee, In;Kwon, O-Jun
    • Proceedings of the Korean Society for Noise and Vibration Engineering Conference
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    • 2001.05a
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    • pp.675-680
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    • 2001
  • In this study, a fluid/structure coupled analysis system using computational fluid dynamics and computational structural dynamics has been developed. The unsteady flow fields are predicted using unstructured Euler code. Coupled time-integration method (CTIM) was applied to computer simulation of the flow-induced vibration phenomena. To investigate the interaction effect of shock motions, 2-DOF airfoil systems have been studied in the subsonic and transonic flow region. Also, aeroelastic analyses for the airfoil with an arbitrary object are performed to show the analysis capability and interference effects for the complex geometries. The present results show the flutter stabilities and characteristics of aeroelastic responses with moving shock effects.

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Development of a Post-Processing Program for Flow Analysis Based on the Object-Oriented Programming Concept (OOP 개념에 기초한 유동해석용 후처리 프로그램 개발)

  • Myong, Hyon-Kook;Ahn, Jong-Ki
    • Transactions of the Korean Society of Mechanical Engineers B
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    • v.32 no.1
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    • pp.62-69
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    • 2008
  • A post-processing program based on the OOP(Object-Oriented Programming) concept has been developed for flow visualization of the flow analysis code(PowerCFD) using unstructured cell-centered method. User-friendly GUI(GTaphic User Interface) has been built on the base of MFC(Microsoft Foundation Class). The program is organized as modules by classes including those based on VTK(Visualization ToolKit)-library, and these classes are made to function through inheritance and cooperation which is an important and valuable OOP concept. The major functions of this post-processor program are introduced and demonstrated, which include mesh plot, contour plot, vector plot, surface plots, cut plot, clip plot, xy-plot and streamline plot as well as view manipulation (translation, rotation, scaling etc).

The Development of An Object-Oriented Graphic Database Management System in Geographic Information Systems (토지정보체계의 객체지향 도형정보데이타베이스 개발)

  • Hwang, Kook-Woong;Lee, Kyoo-Seock
    • Journal of Korean Society for Geospatial Information Science
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    • v.4 no.1 s.6
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    • pp.23-29
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    • 1996
  • The purpose of this study is to develope an Object-Oriented Graphic database management system to handle geographic data of geographic information systems. As the result of this study, unstructured vector model was developed to handle geographic data and graphic database management was implemented by object-oriented programming. This study was focused on liking function between graphic data and attribute data, and not focused on network analysis function.

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Knowledge Distributed Robot Control Framework

  • Chong, Nak-Young;Hongu, Hiroshi;Ohba, Kohtaro;Hirai, Shigeoki;Tanie, Kazuo
    • 제어로봇시스템학회:학술대회논문집
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    • 2003.10a
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    • pp.1071-1076
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    • 2003
  • In this work, we propose a new framework of robot control for a variety of applications to our unstructured everyday environments. Programming robots can be a very time-consuming process and seems almost impossible for ordinary end users. To cope with this, this work is to provide a software framework for building robot application programs automatically, where we have robots learn how to accomplish a commanded task from the object. An integrated sensing and computing tag is embedded into every single object in the environment. In the robot controller, only the basic software libraries for low-level robot motion control are provided from the robot manufacturer. The main contributions of this work is to develop a server platform that we call Omniscient Server that generates the application programs and send them to the robot controller through the network. The object-related information from the object server merges into robot control software to generate a detailed application program based on the task commands from the human. We have built a test bed and demonstrated that a robot can perform a common household task within the proposed framework.

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Mean Shift Based Object Tracking with Color and Spatial Information (칼라와 공간 정보를 이용한 평균 이동에 기반한 물체 추적)

  • An, Kwang-Ho;Chung, Myung-Jin
    • Proceedings of the KIEE Conference
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    • 2006.07d
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    • pp.1973-1974
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    • 2006
  • The mean shift algorithm has achieved considerable success in object tracking due to its simplicity and robustness. It finds local maxima of a similarity measure between the color histograms of the target and candidate image. However, the mean shift tracking algorithm using only color histograms has a serious defect. It doesn't use the spatial information of the target. Thus, it is difficult to model the target more exactly. And it is likely to lose the target during the occlusions of other objects which have similar color distributions. To deal with these difficulties we use both color information and spatial information of the target. Our proposed algorithm is robust to occlusions and scale changes in front of dynamic, unstructured background. In addition, our proposed method is computationally efficient. Therefore, it can be executed in real-time.

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Power Management Strategy and Performance Evaluation for OpenStack Object Storage (오픈스택 기반 객체 스토리지를 위한 전력관리 기법과 성능 평가)

  • Ahn, Cheong-Jin;Song, Tae-Gun;Lee, Byeong-Hyeon;Kim, Deok-Hwan
    • KIISE Transactions on Computing Practices
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    • v.22 no.6
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    • pp.296-301
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    • 2016
  • Object-based storage is an efficient storage solution that can handle unstructured data and shows better security and scalability than traditional block-based storage. However, in terms of power management, Object-based storage writes multiple copies in storage cluster, hence many servers consume unnecessary power in idle state. In order to resolve this problem, it is necessary to apply power management strategy by adjusting power mode of servers in idle state according to their workloads. In this paper, we proposed a new dynamic power management (DPM) method to transform power mode of storage servers dynamically according to workload information sent from proxy server. The experimental result shows that the proposed power management technic reduces total power consumption by 12% in the OpenStack based Swift object storage.