• Title/Summary/Keyword: Video Retrieval

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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 Semantic Content Retrieval and Browsing System Based on Associative Relation in Video Databases

  • Bok Kyoung-Soo;Yoo Jae-Soo
    • International Journal of Contents
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    • v.2 no.1
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    • pp.22-28
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    • 2006
  • In this paper, we propose new semantic contents modeling using individual features, associative relations and visual features for efficiently supporting browsing and retrieval of video semantic contents. And we implement and design a browsing and retrieval system based on the semantic contents modeling. The browsing system supports annotation based information, keyframe based visual information, associative relations, and text based semantic information using a tree based browsing technique. The retrieval system supports text based retrieval, visual feature and associative relations according to the retrieval types of semantic contents.

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VRTEC : Multi-step Retrieval Model for Content-based Video Query (VRTEC : 내용 기반 비디오 질의를 위한 다단계 검색 모델)

  • 김창룡
    • Journal of the Korean Institute of Telematics and Electronics T
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    • v.36T no.1
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    • pp.93-102
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    • 1999
  • In this paper, we propose a data model and a retrieval method for content-based video query After partitioning a video into frame sets of same length which is called video-window, each video-window can be mapped to a point in a multidimensional space. A video can be represented a trajectory by connection of neighboring video-window in a multidimensional space. The similarity between two video-windows is defined as the euclidean distance of two points in multidimensional space, and the similarity between two video segments of arbitrary length is obtained by comparing corresponding trajectory. A new retrieval method with filtering and refinement step if developed, which return correct results and makes retrieval speed increase by 4.7 times approximately in comparison to a method without filtering and refinement step.

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Similar Sub-Trajectory Retrieval based on k-warping Algorithm for Moving Objects in Video Databases (비디오 데이타베이스에서 이동 객체를 위한 k-워핑 알고리즘 기반 유사 부분궤적 검색)

  • 심춘보;장재우
    • Journal of KIISE:Databases
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    • v.30 no.1
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    • pp.14-26
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    • 2003
  • Moving objects' trajectories play an important role in indexing video data on their content and semantics for content-based video retrieval. In this paper, we propose new similar sub-trajectory retrieval schemes based on k-warping algorithm for efficient retrieval on moving objects' trajectories in video data. The proposed schemes are fixed-replication similar sub-trajectory retrieval(FRSR) and variable-replication similar sub-trajectory retrieval(VRSR). The former can replicate motions with a fixed number for all motions being composed of the trajectory. The latter can replicate motions with a variable number. Our schemes support multiple properties including direction, distance, and time interval as well as a single property of direction, which is mainly used for modeling moving objects' trajectories. Finally, we show from our experiment that our schemes outperform Li's scheme(no-warping) and Shan's scheme(infinite-warping) in terns of precision and recall measures.

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.

Effective User Interface for Digital Video Library

  • Park Ju-Young;Kim Won-Il;Park Jin-Man;Yoon Kyoung-Ro
    • International Journal of Contents
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    • v.1 no.1
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    • pp.6-9
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    • 2005
  • In this paper, we propose a novel approach of user interface for querying Digital Video Library. Through the proposed user interface, the users can specify the query more easily and precisely for image and video retrieval, resulting in better retrieval accuracy of the system. The prototype of the proposed system allows specification of character, atmosphere, implement, mapping and event for the query. This prototype not only provides users with the convenience of query specification in various aspects, but also can easily be extended to the retrieval systems of various multimedia data.

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A Study on the Use of Speech Recognition Technology for Content-based Video Indexing and Retrieval (내용기반 비디오 색인 및 검색을 위한 음성인식기술 이용에 관한 연구)

  • 손종목;배건성;강경옥;김재곤
    • The Journal of the Acoustical Society of Korea
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    • v.20 no.2
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    • pp.16-20
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    • 2001
  • An important aspect of video program indexing and retrieval is the ability to segment video program into meaningful segments, in other words, the ability of content-based video program segmentation. In this paper, a new approach using speech recognition technology has been proposed for content-based video program segmentation. This approach uses speech recognition technique to synchronize closed caption with speech signal. Experimental results demonstrate that the proposed scheme is very promising for content-based video program segmentation.

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Content-based Video Indexing and Retrieval System using MPEG-7 Standard (MPEG-7 표준에 따른 내용기반 비디오 검색 시스템)

  • 김형준;김회율
    • Journal of Broadcast Engineering
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    • v.9 no.2
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    • pp.151-163
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    • 2004
  • In this paper, we propose a content-based video indexing and retrieval system using MPEG-7 standard to retrieve and manage videos efficiently. The proposed system consists of video indexing module for a video DB and video retrieval module to allow various query methods on a web environment. Video indexing module stores metadata such as manually typed in keywords, automatically recognized character names, and MPEG-7 visual descriptors extracted by indexing module into a DB in a sever side. A user can access to retrieval module by a web and retrieve desired videos through various query methods like keywords, faces, example and sketch. For this retrieval system, we propose ATC(Adaptive Twin Comparison) as a cut detection method for efficient video indexing and QBME(Query By Modified Example) as an improved content-based query method for the convenience of users. Experimental results show that the proposed ATC method detects cuts well and the proposed QBME method provides the conveniences better than existing query methods such as QBE(Query By Example) and QBS(Query By Sketch).

Video Browsing and Retrieval System using Structured Logical Video (구조화된 논리적 비디오를 이용한 비디오 브라우징 및 검색 시스템)

  • Kwon, Sung-Bok;Cho, Young-Woo;Kim, Young-Mo
    • The Transactions of the Korea Information Processing Society
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    • v.4 no.6
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    • pp.1443-1452
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    • 1997
  • In this paper, we propose a new video structuring method for reconstructuring a 'structured logical video' which adds logical video information to a conventional structured video. Logical video information is composed of background, object, and situation. The proposed structured video is reconstructed in logical unit like episodes as well as in physical unit like shots. It can support many video functions and may be reusable in many video applications-video browsing, video retrieval, video editing, etc. we also present the video database management system in order to manage the proposed structured video is modeled on object-oriented concept and hierarchical structure. Also, we design and implement a video browsing and retrieval system using the proposed structured video.

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Design and Implementation of a Clip-Based Video Retrieval System Supporting Internet Services (인터넷 서비스를 지원하는 클립 기반 비디오 검색 시스템의 설계 및 구현)

  • 양명섭;이윤채
    • Journal of Internet Computing and Services
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    • v.2 no.1
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    • pp.49-61
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    • 2001
  • Internet has been becoming widely popular and making rapid progress and network technologies is showing extension in data transmission speeds. Rapid and convenient multimedia services supplied with high quality and high speed are being needed, This paper treats of the design and implement method of clip-based video retrieval system on the world-wide-web environments. The implemented system consists of the content-based indexing system supporting convenient services for video contents providers and the web-based retrieval system in order to make it easy and various information retrieval for users on the world-wide-web. Three important methods were used in the content-based indexing system. Key frame extracting method by dividing video data, clip file creation method by clustering related information and video database build method by using clip unit, In web-based retrieval system, retrieval method by using a key word, two dimension browsing method of key frame and real-time display method of the clip were used. As a result. the proposed methodologies showed a usefulness of video content providing. and provided an easy method for searching intented video content.

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