• Title/Summary/Keyword: Retrieval system

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Visual Semantic Based 3D Video Retrieval System Using HDFS

  • Ranjith Kumar, C.;Suguna, S.
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.10 no.8
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    • pp.3806-3825
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    • 2016
  • This paper brings out a neoteric frame of reference for visual semantic based 3d video search and retrieval applications. Newfangled 3D retrieval application spotlight on shape analysis like object matching, classification and retrieval not only sticking up entirely with video retrieval. In this ambit, we delve into 3D-CBVR (Content Based Video Retrieval) concept for the first time. For this purpose we intent to hitch on BOVW and Mapreduce in 3D framework. Here, we tried to coalesce shape, color and texture for feature extraction. For this purpose, we have used combination of geometric & topological features for shape and 3D co-occurrence matrix for color and texture. After thriving extraction of local descriptors, TB-PCT (Threshold Based- Predictive Clustering Tree) algorithm is used to generate visual codebook. Further, matching is performed using soft weighting scheme with L2 distance function. As a final step, retrieved results are ranked according to the Index value and produce results .In order to handle prodigious amount of data and Efficacious retrieval, we have incorporated HDFS in our Intellection. Using 3D video dataset, we fiture the performance of our proposed system which can pan out that the proposed work gives meticulous result and also reduce the time intricacy.

The mRFID retrieval system for a product information service (Lospector : 지역특산물 정보서비스를 위한 mRFID 검색 시스템)

  • Oh, Jung-Jin;Choi, Sung-Min;Choi, Han-suk
    • Proceedings of the Korea Contents Association Conference
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    • 2008.05a
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    • pp.104-107
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    • 2008
  • Recently the mobile RFID technique research is applied in the portion which is various with fusion of RFID technique and the mobile machine of communication alcoholic beverage of existing. As result of this research, the establishment of the new mobile RFID code system and research and development of retrieval system are advanced. Like this the retrieval system where researching and developing are advanced is appropriate in each application field and it is not applied there is a problem point. So the mobile RFID retrieval system which uses the product from the dissertation which it sees newly the area. It is a Lospector that it proposes and the retrieval system is appropriate in each service field and it is not applied to improve the problem point, it presents an efficient search technique.

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A Methodology of the Information Retrieval System Using Fuzzy Connection Matrix and Document Connectivity Order (색인어 퍼지 관계와 서열기법을 이용한 정보 검색 방법론)

  • Kim, Chul;Lee, Seung-Chai;Kim, Byung-Ki
    • The Transactions of the Korea Information Processing Society
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    • v.3 no.5
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    • pp.1160-1169
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    • 1996
  • In this study, an experiment of information retrieval using fuzzy connection matrix of keywords was conducted. A query for retrieval was constructed from each keyword and Boolean operator such as AND, OR, NOT. In a workstation environment, the performance of the fuzzy retrieval system was proved to be considerably effective than that of the system using the crisp set theory. And both recall ratio and precision ratio showed that the proposed technique would be a possible alternative in future information retrieval. Some special features of this experimental system were ; ranking the results in the order of connectivity, making the retrieval results correspond flexibly by changing the threshold value, trying to accord the retrieval process with the retrieval semantics by treating the averse-connectivity (fuzzy value) as a semantic approximation between kewords.

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Hybrid Video Information System Supporting Content-based Retrieval and Similarity Retrieval (비디오의 의미검색과 유사성검색을 위한 통합비디오정보시스템)

  • Yun, Mi-Hui;Yun, Yong-Ik;Kim, Gyo-Jeong
    • The Transactions of the Korea Information Processing Society
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    • v.6 no.8
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    • pp.2031-2041
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    • 1999
  • In this paper, we present the HVIS (Hybrid Video Information System) which bolsters up meaning retrieval of all the various users by integrating feature-based retrieval and annotation-based retrieval of unformatted formed and massive video data. HVIS divides a set of video into video document, sequence, scene and object to model the metadata and suggests the Two layered Hybrid Object-oriented Metadata Model(THOMM) which is composed of raw-data layer for physical video stream, metadata layer to support annotation-based retrieval, content-based retrieval, and similarity retrieval. Grounded on this model, we presents the video query language which make the annotation-based query, content-based query and similar query possible and Video Query Processor to process the query and query processing algorithm. Specially, We present the similarity expression to appear degree of similarity which considers interesting of user. The proposed system is implemented with Visual C++, ActiveX and ORACLE.

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Developing an Education Image Retrieval System based on MPEG-7 using KEM 2.0 (KEM 2.0을 이용한 MPEG-7 기반의 교육용 영상정보 검색시스템 개발)

  • Kwak, Kil-Sin;Joo, Kyung-Soo
    • Journal of the Korea Society of Computer and Information
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    • v.10 no.4 s.36
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    • pp.155-164
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    • 2005
  • WThe education information have been increased. Accordingly, the necessary of developing on education information metadata standards has been increased. By the reason, the Korea Education & Research Information Service developed KEM(Korea Educational Metadata) 2.0. And MPEG-7 was developed to describe metadata of multimedia data. In this paper, we developed a education information image retrieval system. This system used XML schema to accept education information image metadata. We integrated contents-based retrieval and a semantic-based retrieval to overcome there problems that content-based retrieval system can not support semantic-based retrieval and a semantic-based retrieval can not support content-based retrieval. As a results, we expect to handle metadata more efficiently.

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Design and Implementation of the Content-Based Image Retrieval System using Color Features on the World Wide Web (WWW에서 칼라특징을 이용한 내용기반 화상검색 시스템의 설계 및 구현)

  • Choi, Hyun-Sub;Choi, Ki-Ho
    • The Transactions of the Korea Information Processing Society
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    • v.4 no.9
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    • pp.2315-2332
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    • 1997
  • In this paper, we implement a content based image retrieval system for image searching by visual features from the image databases on WWW (world wide web). The image retrieval system finds the images that contain the most similar color regions after the system automatically extracts color features from the input image. We can select one of two query methods which use a full image of $4{\times}4$ 16 sketched color region. The image similarity is calculated on the histogram intersection distance and the histogram Euclidean distance. As the experimental results show that the two different query types provide the precision/recall 0.84/0.92 and 0.85/0.93 respectively, this retrieval system has been able to obtain high performance and validity.

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OODBMS Framework Providing Integration with MultiMedia Information Retrieval (멀티미디어 통합 정보검색 프레임워크를 지원하는 OODBMS)

  • Lee, Mi-Yeong;Chae, Mi-Ok;Park, Sun-Yeong;Lee, Gyu-Ung;Kim, Wan-Seok;Kim, Yeong-Jun
    • The Transactions of the Korea Information Processing Society
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    • v.7 no.2S
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    • pp.692-700
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    • 2000
  • As the multimedia application services have been getting various in Internet, need of multimedia database management system which can manage various multimedia information effectively has been increased. The multimedia application generally needs the features to store, manage, retrieve the multimedia data. We need a database management system framework that may be easily integrated with these features. This paper proposes th database management system framework providing the easy integration with various multimedia information retrieval. The framework uses OQL as the retrieval interface, so that user can use it easily. It can be integrated dynamically and easily with various multimedia retrieval method as a loosely coupled system. In addition there is no performance degradation caused in a loosely coupled system.

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Intelligent Database Retrieval System using FCM

  • Jecong, Ihn;Park, Gyei-Kark;Hwang, Seung-Wook
    • Proceedings of the Korean Institute of Intelligent Systems Conference
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    • 1995.10b
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    • pp.40-44
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    • 1995
  • In this paper, we propose a retrieval system using knowledges of database expressed linguistically, where the relation between data are constructed by FCM. Several algorithms have been proposed to solve the major problem in the conventional retrieval system that the system doesn't reply in case of no data equal to user's query, and to express knowledge of database linguistically. This paper proposes the improved method of adding new cluster and the method of retrieving database from user's query. The validity of this retrieval system is shown by applying its algorithm to an example : the mail order service in post office.

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An Implementation of XML Database System for Semantic-Based E-Catalog Image Retrieval (의미기반 전자 카탈로그 이미지 검색을 위한 XML 데이타베이스 시스템 구현)

  • Hong Sungyong;Nah Yunmook
    • Journal of Korea Multimedia Society
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    • v.7 no.9
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    • pp.1219-1232
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    • 2004
  • Recently, the web sites, such as e-business sites and shopping mall sites, deal with lots of catalog image information and contents. As a result, it is required to support semantic-based image retrieval efficiently on such image data. This paper presents a semantic-based image retrieval system, which adopts XML and Fuzzy technology. To support semantic-based retrieval on product catalog images containing multiple objects, we use a multi-level metadata structure which represents the product information and semantics of image data. To enable semantic-based retrieval on such image data, we design a XML database for storing the proposed metadata and study how to apply fuzzy data. This paper proposes a system, generate the fuzzy data automatically to use the image metadata, that can support semantic-based image retrieval by utilizing the generating fuzzy data. Therefore, it will contribute in improving the retrieval correctness and the user's satisfaction on semantic-based e-catalog image retrieval.

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Construction of Design Pattern Retrieval System using Pattern Information (패턴 정보를 이용한 설계패턴 검색 시스템 구축)

  • 김귀정;송영재
    • The KIPS Transactions:PartD
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    • v.8D no.1
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    • pp.88-98
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    • 2001
  • in this paper, we imlemented design pattern retrieval system for efficient managemant and reusability of design patterns. Pattern is conssisted of property information and meta information id used for similarity measurement on classification and retrieval of patterns.Meta information od used for UML modeling of patterns. We classified design patterns with the empirical scope in addition to Gamma's basic classification. also we used E-SARM for retrieval represented UML diagram with pattern meta information, and simulated the environment so as to obtain best result on applying to retrieval of design pattern. This system is able ro resister new patterns through pattern viewer and manages these patterns with property informaiton and meta information. Thus this system supports efficient management of patterns, UML modeling, priority pattern retrieval, higher reusability and reduces pattern selection cost.

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