• Title/Summary/Keyword: visual module

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Multi-Object Goal Visual Navigation Based on Multimodal Context Fusion (멀티모달 맥락정보 융합에 기초한 다중 물체 목표 시각적 탐색 이동)

  • Jeong Hyun Choi;In Cheol Kim
    • KIPS Transactions on Software and Data Engineering
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    • v.12 no.9
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    • pp.407-418
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    • 2023
  • The Multi-Object Goal Visual Navigation(MultiOn) is a visual navigation task in which an agent must visit to multiple object goals in an unknown indoor environment in a given order. Existing models for the MultiOn task suffer from the limitation that they cannot utilize an integrated view of multimodal context because use only a unimodal context map. To overcome this limitation, in this paper, we propose a novel deep neural network-based agent model for MultiOn task. The proposed model, MCFMO, uses a multimodal context map, containing visual appearance features, semantic features of environmental objects, and goal object features. Moreover, the proposed model effectively fuses these three heterogeneous features into a global multimodal context map by using a point-wise convolutional neural network module. Lastly, the proposed model adopts an auxiliary task learning module to predict the observation status, goal direction and the goal distance, which can guide to learn the navigational policy efficiently. Conducting various quantitative and qualitative experiments using the Habitat-Matterport3D simulation environment and scene dataset, we demonstrate the superiority of the proposed model.

Usability Testing of OpenCourseWare(OCW) by College Students with Visual and Hearing Impairments - Focused on the Accessibility of KOCW - (시각 및 청각장애 대학생의 오픈코스웨어(OCW) 사용성 평가 - KOCW의 접근성을 중심으로 -)

  • Son, Ji-Young;Yeom, Myung-Sook
    • Journal of rehabilitation welfare engineering & assistive technology
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    • v.10 no.2
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    • pp.127-132
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    • 2016
  • The purpose of the study is to identify the accessibility of OpenCouresWare(OCW) from the perspective of college students with visual and hearing impairments. Six students with visual impairments(3 blind and 3 low vision) and four students with hearing impairments(2 deaf, 2 hard of hearing) implemented usability testing. Two modules in KOCW were selected for testing. Students implemented usability testing and then each individual case was analyzed through quantitative and qualitative methods. As results, the degree of usability and accessibility in two modules indicated low level. Implications and recommendations for designing OCW module based on the results were suggested.

An OS Platform Independent Architecture of Web-based Teleoperation for mobile robot

  • Ko, Deok-Hyeon;Lee, Soon-Geul
    • 제어로봇시스템학회:학술대회논문집
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    • 2004.08a
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    • pp.346-349
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    • 2004
  • The teleoperation system applies all of the industrial fields due to the development of the network infrastructure. It is one of the indispensable elements for controlling the robot at a remote sight and monitoring the limit or unknown environment. The common teleoperation robot system is what has the visual module to supply the network system and realistic UI to the existed robot system. Therefore, remarked that the fusion between modules and transmission of visual data the remarked the important element to improve the robot application in the various environments. Delay of development time by robot platform and noneffective communication among developers are also problem to approach. In this paper we propose the independent teleoperation system. The main application language is JAVA in this system, which is applied JAVA API like JNI and JMF to construct the effective teleoperation system. The system has the both side communication system between sever and client as a basic structure. The visual data that is attached the robot at a remote sight is captured by JMF API and then is transmitted to the web browser called client by RTR protocol. JNI is used to connect between JAVA and the lower part application (sensor fusion, motion control.) of the robot programmed by various Native languages. The proposed system is the application that can perform the elements, for instance transmission of visual data, the fusion of various native application modules and the effective network communication, with any platform.

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Development of the GIS Based Pre- and Post-Processing Tool for the Visual MODFLOW Groundwater Flow Modeling (Visual MODFLOW 지하수 유동 모델링을 위한 GIS 기반 전ㆍ후처리기 개발)

  • Kim, Man-Kyu
    • Journal of the Korean Association of Geographic Information Studies
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    • v.6 no.2
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    • pp.65-79
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    • 2003
  • In this study GIS based pre- and post-processing tool for the Visual MODFLOW that is specific software to model groundwater flow is developed. This tool not only makes input data scientifically but also manages input and output data in terms of the groundwater flow analysis. In addition it can storage project products systematically into Oracle database. The most characteristic figure of this processing tool is to provide the module, which automatically or semi automatically develops various grid cell sizes using GIS ArcView and also produces DXF files reflecting various boundary conditions in the modeling zone. In particular, eminences of this research are to create 3 dimensional hydrogeological structures with 2 dimensional GIS ArcView and to conduct pre- and post- processing along with same topology and data format of the MODFLOW.

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A Mobile Robot for Nuclear Power Plant Applications

  • Kim, Chang-Hoi;Seo, Yong-Chil;Cho, Jai-Wan;Choi, Young-Soo;Kim, Seung-Ho
    • 제어로봇시스템학회:학술대회논문집
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    • 2003.10a
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    • pp.803-807
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    • 2003
  • Tele-operation and remote monitoring techniques are essential and important technologies for performing the inspection and repair tasks effectively in nuclear power plants. This paper presents the application of a mobile robot for the remote monitoring and inspection of the Calandria faces, where human access is limited because of the high-level radioactive environments during full power operation. The mobile robot was designed with reconfigurable crawler type of wheels attached on the front and rear side in order to pass through the ditch. The extendable mast, mounted on the mobile robot, can be extended up to 8 m vertically. This robot was also equipped a visible CCD/thermal infrared inspection head module and a stereo camera module for the enhancement of visual inspection.

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Development of an Operating Software for a Model Plant using INTERBUSs (INTERBUSs를 이용한 모델 플랜트의 구동 소프트웨어의 개발)

  • Jo, Young-Ho;Jeong, Byung-Ho
    • IE interfaces
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    • v.12 no.4
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    • pp.575-585
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    • 1999
  • This study develops and operating software for a model plant. The model plant consists of an AS/RS system, two machining centers, an assembly line, and supplementary material handling equipments. Devices of each component are connected with the IBS RT24 DIO 16/16-T I/O module. Each I/O module communicates digital signals with the INTERBUS controller board via SUB-D 9 Connector cable. This study is a previous stage for developing an educational CIM software. Petri Nets is used for modelling the storage/retrieval of the AS/RS system, the flow of workpieces and the assembly line for parts. The operating software is coded with Microsoft Visual $C^{++}$ 5.0 and Interbus Library which is a software driver for the controller board. The operating software can be run on a MS Windows 95. Microsoft Access is used for the implementation of databases for BOM, AS/RS, and parts.

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Low Power IR Module Design for Small Arms Using Un-cooled Type Detector (비냉각 검출기를 이용한 소화기용 저전력 열상모듈 설계)

  • Sung, Gi-Yeul;Kwak, Dong-Min;Kwak, Ki-Ho;Kim, Do-Jong;Lyou, Joon
    • Journal of the Korea Institute of Military Science and Technology
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    • v.10 no.4
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    • pp.138-144
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    • 2007
  • This paper introduces the design techniques of an IR module using the 2-D array un-cooled type infrared detector which is applied to the individual combat weapon. Considering the size and weight of the hand carried weapon system, we used a very small-sized detector and applied an adaptive temperature control algorithm so that the operation consumed with low power can be possible. We applied the AR(Auto Regressive) filter to improve the signal-to-noise ratio in a thermal image processing step. We also applied the plateau equalization and boundary enhancement techniques to improve the visibility for human visual system.

The Development of Virtual Simulator for Agile Manufacturing System (민첩 생산 시스템을 위한 가상 시뮬레이터 개발)

  • 차상민
    • Proceedings of the Korean Society of Machine Tool Engineers Conference
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    • 2000.04a
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    • pp.478-483
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    • 2000
  • In this study to cope with the decreasing product's life-cycle a virtual simulator to realize the simulation environment similar to a real manufacturing line is developed. The developed simulator plays a role in reducing the product conversion time by alternating manufacturing components and work plans on the simulation as manufacturing lines change and actuating a virtual manufacturing lines change and actuating a virtual manufacturing line before a real production. The developed simulator realized a virtual manufacturing line on the simulation using various manipulators and work cells as manufacturing components. Also It can be shown that the simulator can cope with rapid change of a manufacturing line by developing a interface that a separate process is managed for each manufacturing module and a manipulator component and a work cell are changed for a user to become convenient to teach tasks of each work module. using Microsoft Visual C++ 6.0 and OpenGL of Silicon Graphics for libraries to realize 3-dimensional graphic and constructing a database system, a hybrid type of hierachical and relational model to develop a progra that has efficiency and standardization.

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Study on Wireless Communication Module for a Realization of Maritime Telemedicine System (해상 원격의료진료 시스템 구현을 위한 통신모듈에 관한 연구)

  • Yun, Young
    • Proceedings of the Korean Institute of Navigation and Port Research Conference
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    • 2019.11a
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    • pp.209-210
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    • 2019
  • This paper deals in the wireless communication module for a realization of maritime telemedicine system. In order to provide a maritime telemedicine service, we realized a digital electronic circuit for a visual communication and remote control system. In this work, we report the digital circuit structure, and communication method, etc.

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Development of web-based Simulation System for Finite Element Analysis (웹기반 유한요소해석 시스템 개발)

  • Yoon E. Y.;Kim J.;Kang B. S.
    • Proceedings of the Korean Society for Technology of Plasticity Conference
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    • 2005.10a
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    • pp.384-388
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    • 2005
  • The purpose of this paper is to develop web-based simulation system which can be used anytime, anywhere without expensive hardware and software. In this paper, a web-based simulation system was developed by utilizing finite element analysis and client/server system using visual C++ and ASP. The client/server system consist of two modules, post-processor, management system module. The input data for FEM calculation is transferred to the management system. After that, the result from the simulation can be visualized through the post-processor module. By using this system, small industries and individuals can considerably save the time and expense.

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