• Title/Summary/Keyword: Online update

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Vision-Based Vehicle Detection and Tracking Using Online Learning (온라인 학습을 이용한 비전 기반의 차량 검출 및 추적)

  • Gil, Sung-Ho;Kim, Gyeong-Hwan
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.39A no.1
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    • pp.1-11
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    • 2014
  • In this paper we propose a system for vehicle detection and tracking which has the ability to learn on-line appearance changes of vehicles being tracked. The proposed system uses feature-based tracking method to estimate rapidly and robustly the motion of the newly detected vehicles between consecutive frames. Simultaneously, the system trains an online vehicle detector for the tracked vehicles. If the tracker fails, it is re-initialized by the detection of the online vehicle detector. An improved vehicle appearance model update rule is presented to increase a tracking performance and a speed of the proposed system. Performance of the proposed system is evaluated on the dataset acquired on various driving environment. In particular, the experimental results proved that the performance of the vehicle tracking is significantly improved under bad conditions such as entering a tunnel and passing rain.

Efficient Dynamic Index Structure for SSD (SPM) (SSD에 적합한 동적 색인 저장 구조 : SPM)

  • Jin, Du-Seok;Kim, Jin-Suk;You, Beom-Jong;Jung, Hoe-Kyung
    • The Journal of the Korea Contents Association
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    • v.10 no.2
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    • pp.54-62
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    • 2010
  • Inverted index structures have become the most efficient data structure for high performance indexing of large text collections, especially online index maintenance, In-Place and merge-based index structures are the two main competing strategies for index construction in dynamic search environments. In the above-mentioned two strategies, a contiguity of posting information is the mainstay of design for online index maintenance and query time. Whereas with the emergence of new storage device(SSD, SCRAM), those do not consider a contiguity of posting information in the design of index structures because of its superiority such as low access latency and I/O throughput speeds. However, SSD(Solid State Drive) is not well suited for traditional inverted structures due to the poor random write throughput in practical systems. In this paper, we propose the new efficient online index structure(SPM) for SSD that significantly reduces the query time and improves the index maintenance performance.

A Study for Establishment of Integrated Contents Management System for Online Technology Transfer Information (온라인 기술이전정보의 통합 콘텐츠 관리체제 구축에 관한 연구)

  • Seo, Jin-Ny;Lim, Dae-Hyeon;Jeong, Hye-Soon
    • Journal of Information Management
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    • v.36 no.1
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    • pp.155-171
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    • 2005
  • The aim of online technology transfer market is not just to offer meeting place for technology seller and technology buyer, but to save cost and time in technology transfer by providing information on technology transfer. Providing timely information in technology transfer is important. As such integrated management system of the technology transfer information is required for efficient management of information on technology transfer. The existing online technology transfer sites provide simple technology information and can not check and update information from technology seller or buyer. This paper present an example of integrated management system of the technology transfer information which provides technology seller and buyer timely information.

Implement of Smart Phone Application for Website Administration (스마트폰을 이용한 모바일 웹사이트 관리 프로그램 구현)

  • Park, Suhyun;Park, Jaeyang
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2009.05a
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    • pp.876-879
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    • 2009
  • As performance and feature set of mobile devices are getting better, the scope of things for which they can be used is also getting widened. More than simply browsing information using mobile web, now these devices can interact with users. It requires various features to manage a web site; supporting full-browsing alone is not enough since there are problems such as processing speed, user interface restriction. However, using mobile devices to manage a web site has its own merits since the can be used without restriction of time and location. In this paper, we introduce a mobile web site administration software that provides both online and offline features. It supports CRUD (Create, Read, Update, Delete) operations for news and users. These operations can be executed both offline and online. A user can do most of things offline; It connects to online only when it's absolutely necessary and does those in batch mode.

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Object Tracking based on Relaxed Inverse Sparse Representation

  • Zhang, Junxing;Bo, Chunjuan;Tang, Jianbo;Song, Peng
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.9 no.9
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    • pp.3655-3671
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    • 2015
  • In this paper, we develop a novel object tracking method based on sparse representation. First, we propose a relaxed sparse representation model, based on which the tracking problem is casted as an inverse sparse representation process. In this process, the target template is able to be sparsely approximated by all candidate samples. Second, we present an objective function that combines the sparse representation process of different fragments, the relaxed representation scheme and a weight reference prior. Based on some propositions, the proposed objective function can be solved by using an iteration algorithm. In addition, we design a tracking framework based on the proposed representation model and a simple online update manner. Finally, numerous experiments are conducted on some challenging sequences to compare our tracking method with some state-of-the-art ones. Both qualitative and quantitative results demonstrate that the proposed tracking method performs better than other competing algorithms.

The Development of Virtual Reality Telemedicine System for Treatment of Acrophobia (고소공포증 치료를 위한 가상현실 원격진료 시스템의 개발)

  • Ryu Jong Hyun;Beack Seung Hwa;Paek Seung Eun;Hong Sung Chan
    • The Transactions of the Korean Institute of Electrical Engineers D
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    • v.52 no.4
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    • pp.252-257
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    • 2003
  • Acrophobia is an abnormal fear of heights. Medications or cognitive-behavior methods have been mainly used as a treatment. Lately the virtual reality technology has been applied to that kind of anxiety disorders. A virtual environment provides patient with stimuli which arouses phobia, and exposing to that environment makes him having ability to over come the fear. Recently, the patient can take diagnose from a medical doctor in distance with the telemedicine system. The hospital and doctors can get the medical data, audio, video, signals in the actual examination room or operating room via a live interactive system. Audio visual and multimedia conference service, online questionary, ECG signal transfer system, update system are needed in this system. Virtual reality simulation system that composed with a position sensor, head mount display, and audio system, is also included in this telemedicine system. In this study, we tried this system to the acrophobia patient in distance.

Comparative Analysis of Online Update Algorithm for Parameters in Battery Equivalent Circuit Model (배터리 등가 회로 모델 파라미터의 온라인 업데이트 알고리즘 비교 및 분석)

  • Han, Hae-Chan;Noh, Tae-Won;Lee, Jaehyung;Ahn, Jung-Hoon;Lee, Byoung Kuk
    • Proceedings of the KIPE Conference
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    • 2018.07a
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    • pp.240-242
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    • 2018
  • 본 논문은 배터리 등가 회로 모델의 파라미터를 실시간으로 추정 가능한 온라인 업데이트 알고리즘을 비교 분석한다. 온라인 업데이트 알고리즘은 EKF (Extended Kalman Filter)와 RLS (Recursive Least Square)를 기반으로 구성되며 Li-ion 배터리를 이용한 실험 결과를 통하여 각 알고리즘의 연산량, 정확도 등을 분석한다. 분석된 결과를 바탕으로 적용 시스템의 환경과 특성에 따라 적합한 온라인 업데이트 알고리즘을 제안한다.

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Replication and Consistency Control in Hybrid Architectures for Multiplayer Online Games (멀티플레이어 온라인 게임을 위한 하이브리드 구조의 복제와 일관성 제어 기법)

  • Kim, Jin-Hwan
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.16 no.4
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    • pp.73-80
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    • 2016
  • Multiplayer Online Games(MOG) using the Internet are typically organized based on a CS(client-server) or P2P(peer-to-peer) architecture. We then propose a method that combines a P2P architecture with a CS architecture in order to utilize their advantages. Most MOGs use a primary-copy replication approach that provides strong consistency control over an object. For each object and character there exists an authoritative copy, called primary copy and all other copies are secondary copies or replicas. Any update to the object has to be first performed on the primary copy. In the proposed hybrid architecture, primary copies may reside on the server or be held by clients. In this architecture, load balancing between a server and clients can be achieved by reducing the number of objects maintained by the server. Games consist of various types of actions with different consistency requirements. A multi-level approach to game consistency is sensible as it provides the best trade-off between consistency and performance. The performance for the hybrid game architecture with the primary-copy model is evaluated through simulation experiments and analysis in this paper.

Online Human Tracking Based on Convolutional Neural Network and Self Organizing Map for Occupancy Sensors (점유 센서를 위한 합성곱 신경망과 자기 조직화 지도를 활용한 온라인 사람 추적)

  • Gil, Jong In;Kim, Manbae
    • Journal of Broadcast Engineering
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    • v.23 no.5
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    • pp.642-655
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    • 2018
  • Occupancy sensors installed in buildings and households turn off the light if the space is vacant. Currently PIR(pyroelectric infra-red) motion sensors have been utilized. Recently, the researches using camera sensors have been carried out in order to overcome the demerit of PIR that cannot detect stationary people. The detection of moving and stationary people is a main functionality of the occupancy sensors. In this paper, we propose an on-line human occupancy tracking method using convolutional neural network (CNN) and self-organizing map. It is well known that a large number of training samples are needed to train the model offline. To solve this problem, we use an untrained model and update the model by collecting training samples online directly from the test sequences. Using videos capurted from an overhead camera, experiments have validated that the proposed method effectively tracks human.

A Study on the Co-orientation of Internet Portal News Providers and Users (포털뉴스 제공자와 이용자간 상호지향성 연구)

  • Park, Sung-Hee;Park, Su-Mi
    • Korean journal of communication and information
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    • v.30
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    • pp.143-174
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    • 2005
  • This study aims at applying Chaffee & McLeod's co-orientation model to Internet portal news providers and users to find out their mutual understanding toward various features of online news. Included in those features are interactivity, expansion of user role, larger choices(user characteristics), real time update of news, limitless quantity, contextualized contents through hypertext, data base service, and multimedia contents(contents characteristics). To test the level of agreement, accuracy and congruency between the parties, a survey was conducted among 105 portal news providers from 11 online news media, and 105 portal news users between ages 20 and 40. The result indicated that both portal news providers and users showed agreement for user characteristics, but by and large displayed either ignorance or partial congruency toward contents characteristics. Communication between portal news providers and users are thus exported to increase until it reaches the point where the internet's newly born identity as a news medium gets finally stabilized.

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