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Searching for Relevant Video Shots in BBC Rushes Using Semantic Web Techniques

Bradley P. Allen, Valery A. Petrushin
2005 TREC Video Retrieval Evaluation  
In this paper we describe an approach that merges Semantic Web technologies (RDF, SKOS) and content based multimedia information annotation and retrieval techniques (MPEG-7).  ...  We demonstrate our approach with a system that allows a user to discover and select pieces of relevant information from video clips.  ...  Proposed solution The general idea is to use Semantic Web techniques to represent relationships among both textual and visual metadata of various types.  ... 
dblp:conf/trecvid/AllenP05 fatcat:yv7b63i2vbhgnm452szu7ylvzu

Semantic Web Techniques for Searching and Navigating Video Shots in BBC Rushes

Bradley P. Allen, Valery A. Petrushin, Damian Roqueiro, Gang Wei
2006 TREC Video Retrieval Evaluation  
We developed two prototypes: the first one uses traditional content-based search with fast browsing and the second one combines AJAX Web technology with Semantic Web technologies (RDF, SKOS) and content  ...  In this paper we describe our approaches to creating content-based search and navigation systems that help a TV program or movie maker reuse rushes.  ...  In the first approach we used SOM nodes that were created using the development set data as GMM classifiers to automatically classify the shots from the test set.  ... 
dblp:conf/trecvid/AllenPRW06 fatcat:34mcq3cvuvfb3bszf4x2fxzhvm

Semantic Labeling of Multimedia Content Clusters

Jelena Tesic, John Smith
2006 2006 IEEE International Conference on Multimedia and Expo  
We present examples of the cluster labeling results obtained on the BBC stock shots from the TRECVID-2005 video data set.  ...  For example, powerful techniques have been demonstrated in the context of the NIST TRECVID video retrieval benchmark [1].  ...  BBC 2005 Rushes video is copyrighted. The BBC 2005 Rushes video used in this work is provided for research purposes by the BBC through the TREC Information Retrieval Research Collection.  ... 
doi:10.1109/icme.2006.262825 dblp:conf/icmcs/TesicS06 fatcat:7pca5cciz5gmtkkuyjqszoqvwu

Large Scale Evaluations of Multimedia Information Retrieval: The TRECVid Experience [chapter]

Alan F. Smeaton
2005 Lecture Notes in Computer Science  
In this presentation and extended abstract we are primarily concerned with MMIR as applied to information in digital video format.  ...  The main contribution, however, is a set of pointers and a summarisation of the work done as part of TRECVid, the annual benchmarking exercise for video retrieval tasks.  ...  The author is partly-supported by Science Foundation Ireland under grant 03/IN.3/I361.  ... 
doi:10.1007/11526346_2 fatcat:3on37iw4ergejarzhsxljbblhi

IBM Research TRECVID-2006 Video Retrieval System

Murray Campbell, Alexander Haubold, Shahram Ebadollahi, Dhiraj Joshi, Milind R. Naphade, Apostol Natsev, Joachim Seidl, John R. Smith, Katya Scheinberg, Jelena Tesic, Lexing Xie
2006 TREC Video Retrieval Evaluation  
In this paper, we describe the IBM Research system for indexing, analysis, and retrieval of video as applied to the TREC-2006 video retrieval benchmark.  ...  This year, focus of the system improvement was on ensemble learning and fusion for both high-level feature detection task and the search task.  ...  Cluster labeling [TS06] helped us summarize and select relevant visual and semantic clusters in BBC rushes data.  ... 
dblp:conf/trecvid/CampbellHEJNNSS06 fatcat:t2wpc5feqnedljhgcxy7lzx4hq

TRECVID 2005 - An Overview

Paul Over, Tzveta Ianeva, Wessel Kraaij, Alan F. Smeaton
2005 TREC Video Retrieval Evaluation  
Richard Wright at the BBC Archive made the rushes data available and Gary Marchionini and the Open Video Project at the University of North Carolina at Chapel Hill helped us get the NASA videos in MPEG  ...  We are particularly grateful to Christian Petersohn at the Fraunhofer (Heinrich Hertz) Institute in Berlin for providing the master shot reference and to the team at the Centre for Digital Video Processing  ...  The BBC Archive provided about 50 hours of rushes shot for BBC travel programming along with some metadata and keyframes created by a proprietary asset management system.  ... 
dblp:conf/trecvid/OverIKS05 fatcat:czlfoelhrnaxnnhwr74antamqi

TRECVID 2015 - An Overview of the Goals, Tasks, Data, Evaluation Mechanisms and Metrics

Paul Over, George Awad, Jonathan G. Fiscus, Martial Michel, David Joy, Alan F. Smeaton, Wessel Kraaij, Georges Quénot, Roeland Ordelman, Robin Aly
2015 TREC Video Retrieval Evaluation  
BBC Hyperlinking video The BBC in collaboration the Mediaeval workshop series provided about 3000 h of mixed BBC programming for research in hyperlinking.  ...  Data The task was run for three years starting in 2010 to explore task definition and evaluation issues using data of three sorts: Sound and Vision (2010), BBC rushes (2011), and Flicker (2012) .  ... 
dblp:conf/trecvid/OverAFMJSKQOA15 fatcat:ciu7mhnpx5hmhnmll74a6uqjbm

Symbiosis between the TRECVid benchmark and video libraries at the Netherlands Institute for Sound and Vision

Johan Oomen, Paul Over, Wessel Kraaij, Alan F. Smeaton
2013 International Journal on Digital Libraries  
Digitisation opens up new access paradigms and boosted re-use of audiovisual content.  ...  Audiovisual archives are investing in largescale digitisation efforts of their analogue holdings and, in parallel, ingesting an ever-increasing amount of borndigital files in their digital storage facilities  ...  The instance search task used Sound and Vision videos in 2010 and BBC rushes video in 2011.  ... 
doi:10.1007/s00799-012-0102-3 fatcat:bl6e6qavvncejeydygngsqq3qy

Evaluating Multimedia and Language Tasks

Ian Soboroff, George Awad, Asad Butt, Keith Curtis
2020 Frontiers in Artificial Intelligence  
The TRECVID Evaluations of Multimedia Access began in 2001 with a goal of driving content-based search technology for multimedia just as its progenitor, the Text Retrieval Conference (TREC) did for text  ...  and web.  ...  Tasks using this video included segmentation, search, feature extraction, and copy detection. The BBC rushes were incorporated into a formal summarization task.  ... 
doi:10.3389/frai.2020.00032 pmid:33733150 pmcid:PMC7861343 fatcat:vef6ia2phnbavci2joxu67z6nm

Video Skimming

Vivekraj V. K., Debashis Sen, Balasubramanian Raman
2019 ACM Computing Surveys  
We also provide a study on the components required for the evaluation of a video skimming performance.  ...  Being dynamic in nature, video skimming, through temporal connectivity, allows better understanding of the video from its summary.  ...  The authors would also like to thank the associate editors and editor in chief for identifying the potential in this survey and taking it through the review process.  ... 
doi:10.1145/3347712 fatcat:h4zbzmdfx5c2rm3dm4cmmzrsoa


Tat-Seng Chua, Sheng Tang, Remi Trichet, Hung Khoon Tan, Yan Song
2009 Proceedings of the 1st workshop on Web-scale multimedia corpus - WSMC '09  
The corpus is designed for research in event detection and action recognition. It offers over 71 hours of videos with a total of 69,129 shots.  ...  The overwhelming amount of multimedia entities shared over the web has given rise to the need for semantic identification and classification of these entities.  ...  BBC dramatic rushes, unedited Rushes video summarization Weizmann human action dataset 90 videos, 9 subjects, 10 actions Actions under unrealistic conditions Primitive human action recognition  ... 
doi:10.1145/1631135.1631143 fatcat:5ofkty7jtrhwlilubhcoogphpi

Evaluation campaigns and TRECVid

Alan F. Smeaton, Paul Over, Wessel Kraaij
2006 Proceedings of the 8th ACM international workshop on Multimedia information retrieval - MIR '06  
Throughout its existence, TRECVid has benchmarked both interactive and automatic/manual searching for shots from within a video corpus, automatic detection of a variety of semantic and low-level video  ...  , and a forum for organizations 1 interested in comparing their results.  ...  needing a search engine to find video for re-use.  ... 
doi:10.1145/1178677.1178722 dblp:conf/mir/SmeatonOK06 fatcat:oecxegqkqzb3zmkge4y62vbpga

A framework for automatic semantic video annotation

Amjad Altadmri, Amr Ahmed
2013 Multimedia tools and applications  
appropriate for search and retrieval.  ...  This paper introduces a framework for the Automatic Semantic Annotation of unconstrained videos.  ...  TRECVID BBC rush dataset The second experiment is carried out using TRECVID BBC Rushes [38] , a group of standard databases for video information retrieval.  ... 
doi:10.1007/s11042-013-1363-6 fatcat:r7l52voc7rdpto4doezf42dgcy

Intelligent Multimedia Group of Tsinghua University at TRECVID 2006

Jie Cao, Yanxiang Lan, Jianmin Li, Qiang Li, Xirong Li, Fuzong Lin, Xiaobing Liu, Linjie Luo, Wanli Peng, Dong Wang, Huiyi Wang, Zhikun Wang (+7 others)
2006 TREC Video Retrieval Evaluation  
in video.  ...  Our shot boundary detection system of this year is basically the same as that of last year.  ...  We would also like to thank Intel China Research Center and Tsinghua National Laboratory for Information Science and Technology for their help and support.  ... 
dblp:conf/trecvid/CaoLLLLLLLP0WWX06 fatcat:56vwf37ycbhirito2olozja5mi

TRECVID 2014 - An Overview of the Goals, Tasks, Data, Evaluation Mechanisms and Metrics

Paul Over, Jonathan G. Fiscus, Gregory A. Sanders, David Joy, Martial Michel, George Awad, Alan F. Smeaton, Wessel Kraaij, Georges Quénot
2014 TREC Video Retrieval Evaluation  
It used data of three sorts: Sound and Vision (2010), BBC rushes (2011), and Flickr (2012) .  ...  About 464 h of BBC EastEnders video was reused for the instance search task. 45 h of airport surveillance video was reused for the surveillance event detection task.  ... 
dblp:conf/trecvid/OverFSJMASKQ14 fatcat:xfpnorn4b5cazomevp34pwfr4e
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