• Title/Summary/Keyword: multimedia search

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Hexagon-shape Line Search Algorithm for Fast Motion Estimation on Media Processor (미디어프로세서 상의 고속 움직임 탐색을 위한 Hexagon 모양 라인 탐색 알고리즘)

  • Jung Bong-Soo;Jeon Byeung-Woo
    • Journal of the Institute of Electronics Engineers of Korea SP
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    • v.43 no.4 s.310
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    • pp.55-65
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    • 2006
  • Most of fast block motion estimation algorithms reported so far in literatures aim to reduce the computation in terms of the number of search points, thus do not fit well with multimedia processors due to their irregular data flow. For multimedia processors, proper reuse of data is more important than reducing number of absolute difference operations because the execution cycle performance strongly depends on the number of off-chip memory access. Therefore, in this paper, we propose a Hexagon-shape line search (HEXSLS) algorithm using line search pattern which can increase data reuse from on-chip local buffer, and check sub-sampling points in line search pattern to reduce unnecessary SAD operation. Our experimental results show that the prediction error (MAE) performance of the proposed HEXSLS is similar to that of the full search block matching algorithm (FSBMA), while compared with the hexagon-based search (HEXBS), the HEXSLS outperforms. Also the proposed HEXSLS requires much lesser off-chip memory access than the conventional fast motion estimation algorithm such as the hexagon-based search (HEXBS) and the predictive line search (PLS). As a result, the proposed HEXSLS algorithm requires smaller number of execution cycles on media processor.

Low Complexity Motion Estimation Search Method for Multi-view Video Coding (다시점 비디오 부호화를 위한 저 복잡도 움직임 추정 탐색 기법)

  • Yoon, Hyo-Sun;Kim, Mi-Young
    • Journal of Korea Multimedia Society
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    • v.16 no.5
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    • pp.539-548
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    • 2013
  • Although Motion estimation (ME) plays an important role in digital video compression, it requires a complicated search procedure to find an optimal motion vector. Multi-view video is obtained by capturing one three-dimensional scene with many cameras at different positions. The computational complexity of motion estimation for Multi-view video coding increases in proportion to the number of cameras. To reduce computational complexity and maintain the image quality, a low complexity motion estimation search method is proposed in this paper. The proposed search method consists of four-grid diamond search patten, two-gird diamond search pattern and TZ 2 Point search pattern. These search patterns exploit the characteristics of the distribution of motion vectors to place the search points. Experiment results show that the speedup improvement of the proposed method over TZ search method (JMVC) can be up to 1.8~4.5 times faster by reducing the computational complexity and the image quality degradation is about to 0.01~0.24 (dB).

Multimedia documents for user interfaces of cooperative work (공동 작업을 위한 사용자 인터페이스로서의 멀티미디어 문서)

  • 성미영
    • Proceedings of the ESK Conference
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    • 1995.10a
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    • pp.46-55
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    • 1995
  • The multimedia documents becomes the most natural user interface for CSCW(Conputer Supported Cooperative Work) in distributed environment. The objective of this study is to propose a multimedia document architecture and to develop a system that can manage it well. The new architecture is for revisable documents and is the basic layer for hypermedia documents. A good document architecture for CSCW must support pointing, marking, and editing over a part of documents. The user views, version control, and full- content search are also desirable features. In this paper, we discuss the basic concept of a new document architecture for CSCW. We also present the user interfaces for spatio-temporal compositions of multimedia documents.

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Design and Implementation of Virtual Network Search System for Segmentation of Unconstrained Handwritten Hangul (무제약 필기체 한글 분할을 위한 가상 네트워크 탐색 시스템의 설계 및 구현)

  • Park Sung-Ho
    • Journal of Korea Multimedia Society
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    • v.8 no.5
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    • pp.651-659
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    • 2005
  • For segmentation of constrained and handwritten Hangul, a new method, which has been not introduced, was proposed and implemented to use virtual network search system in the space between characters. The proposed system was designed to be used in all cases in unconstrained handwritten Hangul by various writers and to make a number of curved segmentation path using a virtual network to the space between characters. The proposed system prevented Process from generating a path in a wrong position by changing search window upon target block within a search process. From the experimental results, the proposed virtual network search system showed segmentation accuracy of $91.4\%$ from 800 word set including touched and overlapped characters collected from various writers.

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Object Tracking based on Weight Sharing CNN Structure according to Search Area Setting Method Considering Object Movement (객체의 움직임을 고려한 탐색영역 설정에 따른 가중치를 공유하는 CNN구조 기반의 객체 추적)

  • Kim, Jung Uk;Ro, Yong Man
    • Journal of Korea Multimedia Society
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    • v.20 no.7
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    • pp.986-993
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    • 2017
  • Object Tracking is a technique for tracking moving objects over time in a video image. Using object tracking technique, many research are conducted such a detecting dangerous situation and recognizing the movement of nearby objects in a smart car. However, it still remains a challenging task such as occlusion, deformation, background clutter, illumination variation, etc. In this paper, we propose a novel deep visual object tracking method that can be operated in robust to many challenging task. For the robust visual object tracking, we proposed a Convolutional Neural Network(CNN) which shares weight of the convolutional layers. Input of the CNN is a three; first frame object image, object image in a previous frame, and current search frame containing the object movement. Also we propose a method to consider the motion of the object when determining the current search area to search for the location of the object. Extensive experimental results on a authorized resource database showed that the proposed method outperformed than the conventional methods.

In Search of Multimedia Courseware Development Environment for Effective Teaching Through Multimedia Courseware

  • Karaulia, D.S.;Agrawal, Sanjay;Kapoor, Ravi Kant
    • Journal of Korea Multimedia Society
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    • v.6 no.4
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    • pp.658-667
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    • 2003
  • Developing tailor made Multimedia courseware ensuring effective implementation of instruction strategies is a challenge that manifests in myriad problems of software design and coding. In this paper an attempt has been made to analyse and identify coding and implementation problems, in the backdrop of using two different multimedia software development tools i.e. Visual Basic and Toolbook, which underpin the development and effectiveness of use of multimedia courseware. Solutions to such problems have been discussed in context of Tool book. The examples presented in this paper are based on the experience of designing and implementation of two large scale professional quality Multimedia courseware development projects.

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An Efficient Channel Search Method for Transmitting Massive Multimedia Data (대용량 멀티미디어 데이터 전송을 위한 효율적인 채널 검색 방법)

  • Chung, Kyung Taek;Go, Sung Hyun
    • Smart Media Journal
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    • v.9 no.4
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    • pp.170-175
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    • 2020
  • It is important to select the most appropriate channel for efficient transmission of massive multimedia data between smart devices in wireless sensor network. In the fixed channel method, sensor nodes can restrict usefulness of frequency and may be a major constraint to support frequency at various environments. In this paper, we propose a modified efficient channel search algorithm that determines available channel and tolerance of interference of links between two nodes. From the results of computer simulation, the proposed method shows that the link of channel can be set efficiently than the other methods even if the number of interference links increases and the beacon packet waiting time caused by interference is reduced remarkably.

An Efficient Motion Search Algorithm for a Media Processor (미디어 프로세서에 적합한 효율적인 움직임 탐색 알고리즘)

  • Noh Dae-Young;Kim Seang-Hoon;Sohn Chae-Bong;Oh Seoung-Jun;Ahn Chang-Beam
    • Journal of Broadcast Engineering
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    • v.9 no.4 s.25
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    • pp.434-445
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    • 2004
  • Motion Estimation is an essential module in video encoders based on international standards such as H.263 and MPEG. Many fast motion estimation algorithms have been proposed in order to reduce the computational complexity of a well-known full search algorithms(FS). However, these fast algorithms can not work efficiently in DSP processors recently developed for video processing. To solve for this. we propose an efficient motion estimation scheme optimized in the DSP processor like Philips TM1300. A motion vector predictor is pre-estimated and a small search range is chosen in the proposed scheme using strong motion vector correlation between a current macro block (MB) and its neighboring MB's to reduce computation time. An MPEG-4 SP@L3(Simple Profile at Level 3) encoding system is implemented in Philips TM1300 to verify the effectiveness of the proposed method. In that processor, we can achieve better performance using our method than other conventional ones while keeping visual quality as good as that of the FS.

Collection Fusion Algorithm in Distributed Multimedia Databases (분산 멀티미디어 데이터베이스에 대한 수집 융합 알고리즘)

  • Kim, Deok-Hwan;Lee, Ju-Hong;Lee, Seok-Lyong;Chung, Chin-Wan
    • Journal of KIISE:Databases
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    • v.28 no.3
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    • pp.406-417
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    • 2001
  • With the advances in multimedia databases on the World Wide Web, it becomes more important to provide users with the search capability of distributed multimedia data. While there have been many studies about the database selection and the collection fusion for text databases. The multimedia databases on the Web have autonomous and heterogeneous properties and they use mainly the content based retrieval. The collection fusion problem of multimedia databases is concerned with the merging of results retrieved by content based retrieval from heterogeneous multimedia databases on the Web. This problem is crucial for the search in distributed multimedia databases, however, it has not been studied yet. This paper provides novel algorithms for processing the collection fusion of heterogeneous multimedia databases on the Web. We propose two heuristic algorithms for estimating the number of objects to be retrieved from local databases and an algorithm using the linear regression. Extensive experiments show the effectiveness and efficiency of these algorithms. These algorithms can provide the basis for the distributed content based retrieval algorithms for multimedia databases on the Web.

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3-tag-based Web Image Retrieval Technique (3-태그 기반의 웹 이미지 검색 기법)

  • Lee, Si-Hwa;Hwang, Dae-Hoon
    • Journal of Korea Multimedia Society
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    • v.15 no.9
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    • pp.1165-1173
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    • 2012
  • One of the most popular technologies in Web2.0 is tagging, and it widely applies to Web content as well as multimedia data such as image and video. Web users have expected that tags by themselves would be reused in information search and maximize the search efficiency, but wrong tag by irresponsible Web users really has brought forth a incorrect search results. In past papers, we have gathered various information resources and tags scattered in Web, mapped one tag onto other tags, and clustered these tags according to the corelation between them. A 3-tag based search algorithm which use the clustered tags of past papers, is proposed in this paper. For performance evaluation of the proposed algorithm, our algorithm is compared with image search result of Flickr, typical tag based site, and is evaluated in accuracy and recall factor.