• Title/Summary/Keyword: Multimedia Information Retrieval System

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Content-based News Video Retrieval System (내용기반에 의한 뉴스 비디오 검색 시스템)

  • Bae, Jong-Sik;Yang, Hae-Sool;Choi, Hyung-Jin
    • The Journal of the Korea Contents Association
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    • v.11 no.2
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    • pp.54-60
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    • 2011
  • The study is content-based video retrieval system based on the news video domain as researching for the video data processing method for searching the multimedia information. For the implementation of effective system, We retrieval meaning information and special information using the knowing knowledge about formation and structure of the video data. These are possible to retrieval searching by articles fast and accurately by indexing contents the users want to search. The news domain used in experiment of our system is the KBS news on the air nowadays and precision and recall is used to evaluate the experiment and performance.

A Video Retrieval System for Electric Safety Education based on Mobile Agent (전기 안전 교육을 위한 모바일 에이전트 기반 비디오 검색 시스템)

  • Cho, Hyun-Seob;Lee, Keun-Wang;Kim, Hee-Sook
    • Proceedings of the KIEE Conference
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    • 2005.07d
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    • pp.2830-2832
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    • 2005
  • Recently, retrieval or various video data has become an important issue as more and more multimedia content services are being provided. To effectively deal with video data, a semantic-based retrieval scheme that allows for processing diverse user queries and saving them on the database is required. In this regard, this paper proposes a semantic-based video retrieval system that allows the user to search diverse meanings of video data for electrical safetyrelated educational purposes by means of automatic annotation processing. If the user inputs a keyword to search video data for electrical safety-related educational purposes, the mobile agent of the proposed system extracts the features of the video data that are afterwards learned in a continuous manner, and detailed information on electrical safety education is saved on the database. The proposed system is designed to enhance video data retrieval efficiency for electrical safety-related educational purposes.

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A Video Retrieval System for Animation Using Electric Safety Education Based on Mobile Agent (애니메이션을 이용한 전기 안전 교육용 모바일 에이전트 기반 비디오 검색 시스템)

  • Cho, Hyeon-Seob;Min, Jin-Kyoung;Ryu, In-Ho
    • Proceedings of the KAIS Fall Conference
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    • 2006.05a
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    • pp.320-323
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    • 2006
  • Recently, retrieval of various video data has become an important issue as more and more multimedia content services are being provided. To effectively deal with video data, a semantic-based retrieval scheme that allows for processing diverse user queries and saving them on the database is required. In this regard, this paper proposes a semantic-based video retrieval system that allows the user to search diverse meanings of video data for electrical safetyrelated educational purposes by means of automatic annotation processing. If the user inputs a keyword to search video data for electrical safety-related educational purposes, the mobile agent of the proposed system extracts the features of the video data that are afterwards learned in a continuous manner, and detailed information on electrical safety education is saved on the database. The proposed system is designed to enhance video data retrieval efficiency for electrical safety-related educational purposes.

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Content-Based Retrieval System Design over the Internet (인터넷에 기반한 내용기반 검색 시스템 설계)

  • Kim Young Ho;Kang Dae-Seong
    • Journal of Institute of Control, Robotics and Systems
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    • v.11 no.5
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    • pp.471-475
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    • 2005
  • Recently, development of digital technology is occupying a large part of multimedia information like character, voice, image, video, etc. Research about video indexing and retrieval progresses especially in research relative to video. This paper proposes the novel notation in order to retrieve MPEG video in the international standards of moving picture encoding For realizing the retrieval-system, we detect DCT DC coefficient, and then we obtain shot to apply MVC(Mean Value Comparative) notation to image constructed DC coefficient. We choose the key frame for start-frame of a shot, and we have the codebook index generating it using feature of DC image and applying PCA(principal Component Analysis) to the key frame. Also, we realize the retrieval-system through similarity after indexing. We could reduce error detection due to distinguish shot from conventional shot detection algorithm. In the mean time, speed of indexing is faster by PCA due to perform it in the compressed domain, and it has an advantage which is to generate codebook due to use statistical features. Finally, we could realize efficient retrieval-system using MVC and PCA to shot detection and indexing which is important step of retrieval-system, and we using retrieval-system over the internet.

A Study on Efficient Feature-Vector Extraction for Content-Based Image Retrieval System (내용 기반 영상 검색 시스템을 위한 효율적인 특징 벡터 추출에 관한 연구)

  • Yoo Gi-Hyoung;Kwak Hoon-Sung
    • The KIPS Transactions:PartB
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    • v.13B no.3 s.106
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    • pp.309-314
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    • 2006
  • Recently, multimedia DBMS is appeared to be the core technology of the information society to store, manage and retrieve multimedia data efficiently. In this paper, we propose a new method for content based-retrieval system using wavelet transform, energy value to extract automatically feature vector from image data, and suggest an effective retrieval technique through this method. Wavelet transform is widely used in image compression and digital signal analysis, and its coefficient values reflect image feature very well. The correlation in wavelet domain between query image data and the stored data in database is used to calculate similarity. In order to assess the image retrieval performance, a set of hundreds images are run. The method using standard derivation and mean value used for feature vector extraction are compared with that of our method based on energy value. For the simulation results, our energy value method was more effective than the one using standard derivation and mean value.

Design of Protocol for Collaborative Multimedia Applications (협동적 멀티미디어 응용을 위한 프로토콜의 설계)

  • Hwang, Een-Jun
    • Journal of KIISE:Computing Practices and Letters
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    • v.8 no.1
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    • pp.25-35
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    • 2002
  • Many multimedia presentation applications involve retrieval of objects from more than one collaborating server. Presentations of objects from different collaborating servers might be interdependent. This implies that objects should be retrieved from remote servers and delivered continuously according to given time constraints. Such applications need an estimate of the avaliable network resources to each of the collaborating servers and local system resources in order to identify a schedule for retrieving the objects composing the presentation. A collaborating server can suggest modifications of the retrieval schedule depending on its load. these modifications can potentially affect the retrieval schedule for other collaborating applications. Hence, a sequence of negotiations has to be carried out with the collaborating servers in order to commit for a retrieval schedule of the objects composing the presentation. In this paper, we propose an application sub-layer protocol, RLCP(Resource Lock Commit Protocol), for handling the negotiation and commitment of the resources required for a collaborative multimedia presentation and apply it to distributed video presentation application.

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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Image Clustering using Geo-Location Awareness

  • Lee, Yong-Hwan
    • Journal of the Semiconductor & Display Technology
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    • v.19 no.4
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    • pp.135-138
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    • 2020
  • This paper suggests a method of automatic clustering to search of relevant digital photos using geo-coded information. The provided scheme labels photo images with their corresponding global positioning system coordinates and date/time at the moment of capture, and the labels are used as clustering metadata of the images when they are in the use of retrieval. Experimental results show that geo-location information can improve the accuracy of image retrieval, and the information embedded within the images are effective and precise on the image clustering.

Implementation of Information Retrieval System by Table-parsing (Table parsing을 이용한 정보검색시스템의 효율향상)

  • 김영순;권혁철
    • Proceedings of the Korea Multimedia Society Conference
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    • 2001.11a
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    • pp.413-416
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    • 2001
  • 인터넷 문서에서 구조정보의 대표적인 예라 할 수 있는 표(table)는 의미있는 정보를 가지고 있는 경우가 많다. 하지만 인터넷상의 표는 여러 가지 형태이며, 이것에 맞게 표를 효과적으로 parsing하는 방법이 필요하다. 이렇게 parsing한 표의 정보를 이용하여, 인터넷 문서, 특히 전자상거래 문서에 있는 표를 표준화한 틀에 따라 개념화하여, 의미있는 정보를 추출해 낼 수 있다.

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Design and Implementation of Domain Ontology to Overcome Conceptual Heterogeneity in Annotation-based Image Retrieval (주석기반 이미지 검색에서 개념적 이질성 극복을 위한 도메인 온톨로지 설계 및 구현)

  • Kim Won-Pil;Kim Pan-Koo
    • Journal of Internet Computing and Services
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    • v.4 no.4
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    • pp.1-8
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    • 2003
  • As the multimedia information retrieval system is advanced, the study of multimedia information retrieval is changing the method of low-level content based image retrieval to the semantical concept based retrieval. in this paper, we apply the theory of ontology to overcome the conceptual heterogeneity in the annotation based image retrieval. And we solve the some problems that happen when the ontology apply. As a result of our study, we try to apply the domain ontology to settle the conceptual heterogenity. In the experimental result, we knew that the semantic distance among the words is pretty dose when we apply the domain ontology than the wordnet. And in this paper, we show the possibility of the semantic image retrieval as we apply the domain ontology in the annotation based image retrieval.

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