• Title/Summary/Keyword: Video abstraction

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Full Motion Video Abstraction and Search System (동영상 요약 및 검색 시스템)

  • 정진국;박주현;낭종호;김경수;하명환;정병희
    • Journal of Broadcast Engineering
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    • v.7 no.2
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    • pp.114-125
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    • 2002
  • Although there have been a lot of researches on a video abstraction algorithm, the video abstraction tool is necessary to correctly pick up some important shots in a video because the important shots might vary on the person's subjectivity. This paper proposes a video abstraction and search system for making a video abstraction automatically or manually. Proposed system has two main components, server and client. The server generates the Metadata and makes a video abstraction file. The description for video abstraction file is based on MPEG-7. Since proposed system has a function to manually correct the results of each step, the author could produce a good video abstraction easily and efficiently. The proposed system could be used to build a digital video library.

A Video Abstraction Algorithm Reflecting Various Users Requirement (사용자의 요구를 반영하는 동영상 요약 알고리즘)

  • 정진국;홍승욱;낭종호;하명환;정병희;김경수
    • Journal of KIISE:Software and Applications
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    • v.30 no.7_8
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    • pp.599-609
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    • 2003
  • Video abstraction is a process to pick up some important shots on a video, while the important shots might vary on the persons subjectivity. Previous works on video abstraction use only one low level feature to choose an important shot. This thesis proposes an abstraction scheme that selects a set of shots which simultaneously satisfies the desired features(or objective functions) of a good abstraction. Since the complexity of the computation to find a set of shots which maximizes the sum of object function values is $0({2^n})$, the proposed .scheme uses a simulated annealing based searching method to find the suboptimal value within a short period of time. Upon the experimental results on various videos, we could argue that the proposed abstraction scheme could produce a reasonable video abstraction. The proposed abstraction scheme used to build a digital video library.

The Abstraction Retrieval System of Cultural Videos using Scene Change Detection (장면전환검출을 이용한 교양비디오 개요 검색 시스템)

  • Kang Oh-Hyung;Lee Ji-Hyun;Rhee Yang-Won
    • The KIPS Transactions:PartB
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    • v.12B no.7 s.103
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    • pp.761-766
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    • 2005
  • This paper proposes a video model for the implementation of the cultural video database system. We have utilized an efficient scene change detection method that segments cultural video into semantic units for efficient indexing and retrieval of video. Since video has a large volume and needs to be played for a longer time, it implies difficulty of viewing the entire video. To solve this Problem. the cultural video abstraction was made to save the time and widen the choices of video the video abstract is the summarization of scenes, which includes important events produced by setting up the abstraction rule.

Analyzing Performance of MPEG-7 Video Signature for Video Copy Detection (동영상 복사본 검출을 위한 MPEG-7 Video Signature 성능분석)

  • Yu, Jeongsoo;Ryu, Jaesug;Nang, Jongho
    • KIISE Transactions on Computing Practices
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    • v.20 no.11
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    • pp.586-591
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    • 2014
  • In recent years, we can access to video contents anywhere and at any time. Therefore distributed video is easily copied, transformed and republished. Since it brings copyright problem, similarity/duplicate detection and measurement is essential to identify the excessive content duplication. In this paper, we analysed various discernment of video which has been transformed with various ways using MPEG-7 Video Signature. MPEG-7 Video Signature, one of video copy detection algorithms, is block based abstraction. Thus we assume Video Signature is weak for spatial transform. The experiments show that MPEG-7 Video Signature is very weak for spatial transform which could occur general as we have assumed.

Design and Implementation of a news Archive System using Shot Types (샷의 타입을 이용한 뉴스 아카이브 시스템의 설계 및 구현)

  • Han, Keun-Ju;Nang, Jong-Ho;Ha, Myung-Hwan;Jung, Byung-Hee;Kim, Kyeong-Soo
    • Journal of KIISE:Computing Practices and Letters
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    • v.7 no.5
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    • pp.416-428
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    • 2001
  • In order to build a news archive system. the news video stream should be first segmented into several articles, ad their contents are abstracted effectively. This abstraction helps the users to understand the contents of the article without playing the whole video stream. This paper proposes a new article boundary detection scheme for the news video streams together with a new news article abstraction scheme using the shot types of the news video data. The shots in the news video are classified into anchor person shots, interview shots, speech shots, reporting shots, graphic shots, and others. Since the news article starts with an anchor shot whose duration is relatively longer than other shots with special screen structure, the article boundary in detected by the computing the length of the shot and checking the screen structure in the proposed scheme. For the effective abstraction of the article video, the graphic image located in the right-top of the anchor shot frames is primarily used in the proposed abstraction scheme since it is the abstraction of the article made by the producer of the news according to its contents so that it contains a lot of meaningful information. The key frames of the other shots except interview and report shots are also used to abstract the contents of the articles in the proposed scheme. Upon experimental results, the precision and recall values of the proposed article boundary detection scheme could be 92% and 96%, respectively. This paper also presents a design and implementation of a prototype news archive system on WWW that consists of an indexing tool, an authoring tool, a database for meta-data of the news, and a browsing tool.

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Dynamic Video Abstraction for Interactive Broadcasting Applications (대화형 방송 환경을 위한 동적 비디오 요약)

  • 김재곤;장현성;김진웅
    • Proceedings of the Korean Society of Broadcast Engineers Conference
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    • 1999.06b
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    • pp.103-108
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    • 1999
  • 방송 환경의 디지털화와 더불어 단순히 단방향 방송 정보만을 시청하던 기존의 방식을 넘어 사용자의 다양한 욕구를 수용할 수 있는 대화형 방송 서비스(interactive broadcasting service)가 시작되고 있다. 대화형 방송 환경에서는 특히 사용자 측에 제공된 방대한 양의 디지털 멀티미디어 자료에 대한 효과적인 접근이 요구되는데, 본 논문에서는 이를 위하여 방송 비디오를 효과적으로 브라우징(browsing) 및 검색하고 전체의 내용을 짧은 시간 내에 개관할 수 있도록 하는 동적 비디오 요약(dynamic video abstraction) 기법에 관하여 고찰한다. 동적 비디오 요약에 의한 요약 비디오(skim video)는 전체 비디오를 내용에 기반하여 효과적으로 표현할 수 있도록 동영상 내의 주요 구간만으로 구성된 것으로, 대화형 방송에서 새로운 형태의 프로그램 안내 및 사용자 저장 자료에 대한 브라우징 도구 등으로써 매우 유용하게 사용할 수 있다. 본 논문에서는 자동으로 비디오 요약을 구현하기 위한 접근 방법과 전체 기능 구성 및 각 기능들의 구현 방법에 대하여 기술한다.

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Abstraction Mechanism of Low-Level Video Features for Automatic Retrieval of Explosion Scenes (폭발장면 자동 검출을 위한 저급 수준 비디오 특징의 추상화)

  • Lee, Sang-Hyeok;Nang, Jong-Ho
    • Journal of KIISE:Software and Applications
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    • v.28 no.5
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    • pp.389-401
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    • 2001
  • This paper proposes an abstraction mechanism of the low-level digital video features for the automatic retrievals of the explosion scenes from the digital video library. In the proposed abstraction mechanism, the regional dominant colors of the key frame and the motion energy of the shot are defined as the primary abstractions of the shot for the explosion scene retrievals. It is because an explosion shot usually consists of the frames with a yellow-tone pixel and the objects in the shot are moved rapidly. The regional dominant colors of shot are selected by dividing its key frame image into several regions and extracting their regional dominant colors, and the motion energy of the shot is defined as the edge image differences between key frame and its neighboring frame. The edge image of the key frame makes the retrieval of the explosion scene more precisely, because the flames usually veils all other objects in the shot so that the edge image of the key frame comes to be simple enough in the explosion shot. The proposed automatic retrieval algorithm declares an explosion scene if it has a shot with a yellow regional dominant color and its motion energy is several times higher than the average motion energy of the shots in that scene. The edge image of the key frame is also used to filter out the false detection. Upon the extensive exporimental results, we could argue that the recall and precision of the proposed abstraction and detecting algorithm are about 0.8, and also found that they are not sensitive to the thresholds. This abstraction mechanism could be used to summarize the long action videos, and extract a high level semantic information from digital video archive.

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A Practical RTP Packetization Scheme for SVC Video Transport over IP Networks

  • Seo, Kwang-Deok;Kim, Jin-Soo;Jung, Soon-Heung;Yoo, Jeong-Ju
    • ETRI Journal
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    • v.32 no.2
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    • pp.281-291
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    • 2010
  • Scalable video coding (SVC) has been standardized as an extension of the H.264/AVC standard. This paper proposes a practical real-time transport protocol (RTP) packetization scheme to transport SVC video over IP networks. In combined scalability of SVC, a coded picture of a base or scalable enhancement layer is produced as one or more video layers consisting of network abstraction layer (NAL) units. The SVC NAL unit header contains a (DID, TID, QID) field to identify the association of each SVC NAL unit with its scalable enhancement layer without parsing the payload part of the SVC NAL unit. In this paper, we utilize the (DID, TID, QID) information to derive hierarchical spatio-temporal relationship of the SVC NAL units. Based on the derivation using the (DID, TID, QID) field, we propose a practical RTP packetization scheme for generating single RTP sessions in unicast and multicast transport of SVC video. The experimental results indicate that the proposed packetization scheme can be efficiently applied to transport SVC video over IP networks with little induced delay, jitter, and computational load.

Design of Machine Learning based Smart Service Abstraction Layer for Future Network Provisioning (미래 네트워크 제공을 위한 기계 학습 기반 스마트 서비스 추상화 계층 설계)

  • Vu, Duc Tiep;N., Gde Dharma;Kim, Kyungbaek;Choi, Deokjai
    • Annual Conference of KIPS
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    • 2016.10a
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    • pp.114-116
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    • 2016
  • Recently, SDN and NFV technology have been developed actively and provide enormous flexibility of network provisioning. The future network services would generally involve many different types of services such as hologram games, social network live streaming videos and cloud-computing services, which have dynamic service requirements. To provision networks for future services dynamically and efficiently, SDN/NFV orchestrators must clearly understand the service requirements. Currently, network provisioning relies heavily on QoS parameters such as bandwidth, delay, jitter and throughput, and those parameters are necessary to describe the network requirements of a service. However it is often difficult for users to understand and use them proficiently. Therefore, in order to maintain interoperability and homogeneity, it is required to have a service abstraction layer between users and orchestrators. The service abstraction layer analyzes ambiguous user's requirements for the desired services, and this layer generates corresponding refined services requirements. In this paper, we present our initial effort to design a Smart Service Abstraction Layer (SmSAL) for future network architecture, which takes advantage of machine learning method to analyze ambiguous and abstracted user-friendly input parameters and generate corresponding network parameters of the desired service for better network provisioning. As an initial proof-of-concept implementation for providing viability of the proposed idea, we implemented SmSAL with a decision tree model created by learning process with previous service requests in order to generate network parameters related to various audio and video services, and showed that the parameters are generated successfully.

An Abstraction Mechanism of Low-Level Video Features for Explosion Scene Retrievals (폭발장면 자동 검출을 위한 저급 수준 비디오 정보의 추상화 방법)

  • 이상혁;남종호
    • Proceedings of the Korean Information Science Society Conference
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    • 2000.04b
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    • pp.526-528
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    • 2000
  • 디지털 비디오 정보를 효율적으로 관리 검색하기 위한 내용 기반 검색 시스템을 위해서는 내용정보의 추상화가 필수적이다. 지금까지 비디오의 내용정보의 추상화, 특히 의미적 내용 정보의 추출은 사람에 의한 수동적인 방법에 의존한 것이 대부분이었다. 본 논문에서는 MPEGgudtlr의 영화 데이터를 대상으로 폭발 장면 자동 추출을 위한 저급 수준 비디오 내용정보의 추상화 방법을 제안하고, 실제 구현을 통하여 그 유용성을 보인다.

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