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Merging storyboard strategies and automatic retrieval for improving interactive video search

Michael G. Christel, Rong Yan
2007 Proceedings of the 6th ACM international conference on Image and video retrieval - CIVR '07  
For TRECVID 2006 the output of automatic search was included for the first time with storyboards, both as an option for an interactive user and in a different run as the sole means of access.  ...  Storyboard-based access using automatic search output outperformed extreme video retrieval interfaces of manual browsing with resizable pages and rapid serial visualization of keyframes that used the same  ...  FROM AUTOMATIC TO INTERACTIVE The Informedia Full treatment allows users to retrieve and view shots based on all 4 strategies, as reflected in Figure 4 .  ... 
doi:10.1145/1282280.1282351 dblp:conf/civr/ChristelY07 fatcat:morsepvdybgjnefd2pdlc7auzy

Successful approaches in the TREC video retrieval evaluations

Alexander G. Hauptmann, Michael G. Christel
2004 Proceedings of the 12th annual ACM international conference on Multimedia - MULTIMEDIA '04  
The task involves the search and retrieval of shots from MPEG digitized video recordings using a combination of automatic speech, image and video analysis and information retrieval technologies.  ...  Most non-interactive search approaches have relied extensively on text retrieval, and only recently have image-based features contributed reliably to improved search performance.  ...  NON-INTERACTIVE SEARCH 3.1 Automatic Search at the 1st TREC Video Track in 2001 The first TREC Video Retrieval track in 2001 had an automatic retrieval condition, which implied that the queries could not  ... 
doi:10.1145/1027527.1027681 dblp:conf/mm/HauptmannC04 fatcat:45xpbxgavbcw3c6w6yx42ssla4

Informedia at TRECVID 2003 : Analyzing and Searching Broadcast News Video

Alexander G. Hauptmann, Robert V. Baron, Ming-yu Chen, Michael G. Christel, Pinar Duygulu, C. Huang, Rong Jin, Wei-Hao Lin, Tobun D. Ng, Neema Moraveji, Norman Papernick, Cees G. M. Snoek (+4 others)
2003 TREC Video Retrieval Evaluation  
Extracted Features and Non-TRECVID Metadata Classifiers for Anchors and Commercials Underlying all classifiers and retrieval systems is a set of features extracted from the MPEG videos.  ...  In the best-performing interactive run, for all topics a single researcher used an improved version of the system, which allowed more effective browsing and visualization of the results of text queries  ...  Both CMU versions sc extremely well, and with both based on the multi-document storyboard we believe that the storyboard design is critical for the interactive search performance.  ... 
dblp:conf/trecvid/HauptmannBCCDHJ03 fatcat:to5jngfvdvcr3bxd7yt5tbmriu

Mutual relevance feedback for multimodal query formulation in video retrieval

Arnon Amir, Marco Berg, Haim Permuter
2005 Proceedings of the 7th ACM SIGMM international workshop on Multimedia information retrieval - MIR '05  
Video indexing and retrieval systems allow users to find relevant video segments for a given information need.  ...  Official evaluation at the NIST TRECVID 2004 Search Task is provided for both Manual and Interactive search.  ...  a variety of strategies, such as interactive storyboards, optimized color-and texture based image search engines or simplified classifier filter access [10] .  ... 
doi:10.1145/1101826.1101832 dblp:conf/mir/AmirBP05 fatcat:2qjf3x2xzbfyjii552ceuxu4dm

Putting active learning into multimedia applications

Ming-yu Chen, Michael Christel, Alexander Hauptmann, Howard Wactlar
2005 Proceedings of the 13th annual ACM international conference on Multimedia - MULTIMEDIA '05  
Visually dense displays of thumbnail imagery in storyboard views are used for shot-based video exploration and retrieval.  ...  The user can identify a need for a class of audiovisual detection, adeptly and fluently supply training material for that class, and iteratively evaluate and improve the resulting automatic classification  ...  plan to assess the benefits of ENVIE and its active learning component for interactive video information retrieval, with ENVIE's development driven by the goal of providing efficient, effective access  ... 
doi:10.1145/1101149.1101342 dblp:conf/mm/ChenCHW05 fatcat:yiqc6355azatpfgte2fsuvdnpi

A Framework for Picture Extraction on Search Engine Improved and Meaningful Result [article]

Anamika Sharma
2011 arXiv   pre-print
The new challenges and design techniques of picture retrieval systems are also suggested in this paper.  ...  This paper also provides a glimpse how to get accurate picture information in advance and extended technologies searching framework.  ...  As per [12] Once the storyboard has been generated, it will be easier to search for video sequences, especially in large video libraries.  ... 
arXiv:1112.2015v1 fatcat:mbazbzuqfvberofuqlkvsebl7u

Multimedia Content Analysis and Indexing for Filtering and Retrieval Applications

N. Dimitrova
1999 Informing Science  
This paper surveys techniques for content-based analysis, retrieval and filtering of digital images, audio and video and focuses on basic methods for extracting features that will enable indexing and search  ...  Given its size and nature, how can multimedia content be analyzed and indexed?  ...  The Photobook System developed at the MIT's Media Labs is described as a set of interactive tools for browsing and searching images and image sequences [55] .  ... 
doi:10.28945/605 fatcat:mdjq3nw7ajaajepqfrdy4jtvpa

IBM Research TRECVID 2004 Video Retrieval System

Arnon Amir, Janne Argillander, Marco Berg, Shih-Fu Chang, Martin Franz, Winston H. Hsu, Giridharan Iyengar, John R. Kender, Lyndon S. Kennedy, Ching-Yung Lin, Milind R. Naphade, Apostol Natsev (+5 others)
2004 TREC Video Retrieval Evaluation  
We describe the different runs we submitted for each track and provide a preliminary analysis of our performance.  ...  We participated in four tasks of the benchmark including shot boundary detection, high-level feature detection, story segmentation, and search.  ...  Search The IBM team participated in the search task for TRECVID 04 and submitted ten runs based on automatic, manual and interactive search.  ... 
dblp:conf/trecvid/AmirABCFHIKKLNN04 fatcat:hpkfbxgi2vg73nrfwfkvv44k6a

The Open Video Digital Library: A Möbius strip of research and practice

Gary Marchionini, Barbara M. Wildemuth, Gary Geisler
2006 Journal of the American Society for Information Science and Technology  
to people searching for video content.  ...  The Open Video Digital Library (OVDL) provides digital video files to the education and research community and is distinguished by an innovative user interface that offers multiple kinds of visual surrogates  ...  Acknowledgments This work was supported by a grant from the National Science Foundation (IIS 0099638), by a contract from NASA, and by the School of Information and Library Science's Interaction Design  ... 
doi:10.1002/asi.20336 fatcat:xjwnzxb7xjhobcg6yftduh3aza

I-SEARCH: A Unified Framework for Multimodal Search and Retrieval [chapter]

Apostolos Axenopoulos, Petros Daras, Sotiris Malassiotis, Vincenzo Croce, Marilena Lazzaro, Jonas Etzold, Paul Grimm, Alberto Massari, Antonio Camurri, Thomas Steiner, Dimitrios Tzovaras
2012 Lecture Notes in Computer Science  
In this article, a unified framework for multimodal search and retrieval is introduced. The framework is an outcome of the research that took place within the I-SEARCH European Project.  ...  The proposed system covers all aspects of a search and retrieval process, namely low-level descriptor extraction, indexing, query formulation, retrieval and visualisation of the search results.  ...  author(s) and source are credited.  ... 
doi:10.1007/978-3-642-30241-1_12 fatcat:e7mfkqvdjrgiplbujatfhzwv4u

Hierarchical video content description and summarization using unified semantic and visual similarity

Xingquan Zhu, Jianping Fan, Ahmed K. Elmagarmid, Xindong Wu
2003 Multimedia Systems  
Providing users with an overview of the video content at various levels of summarization is essential for more efficient database retrieval and browsing.  ...  In this paper, we present a hierarchical video content description and summarization strategy supported by a novel joint semantic and visual similarity strategy.  ...  The authors would like to thank the anonymous reviewers for their valuable comments. We would also like to thank Ann C. Catlin for her help in preparing the manuscript.  ... 
doi:10.1007/s00530-003-0076-5 fatcat:7wfo5q2gzjbvjofvcpif5cqowa

Effective and Efficient Video Summarization Approach for Mobile Devices

Hesham Farouk, Kamal ElDahshan, Amr Abd Elawed Abozeid
2016 International Journal of Interactive Mobile Technologies  
in the context of mobile computing and multimedia processing, video summarization plays an important role for video browsing, streaming, indexing and storing.  ...  In this paper, an effective and efficient video summarization approach for mobile devices is proposed.  ...  The compared approaches include Video SUMMarization (VSUMM) [21] , and STIll and MOving video storyboard for the web scenario (STIMO) [37] which are non-visual attention based video summarization approaches  ... 
doi:10.3991/ijim.v10i1.4827 fatcat:i4jveg6puze4tbb3bddcsnp7gu

Partial Least Squares Image Clustering

Ricardo Barbosa Kloss, Marcos Vinicius Mussel Cirne, Samira Silva, Helio Pedrini, William Robson Schwartz
2015 2015 28th SIBGRAPI Conference on Graphics, Patterns and Images  
Abstract-Clustering techniques have been widely used in areas that handle massive amounts of data, such as statistics, information retrieval, data mining and image analysis.  ...  As a case study, we evaluate the PLSIC to the video summarization problem by means of experiments with 50 videos from various genres of the Open Video Project, comparing summaries generated by the PLSIC  ...  for various video analysis and retrieval applications.  ... 
doi:10.1109/sibgrapi.2015.25 dblp:conf/sibgrapi/KlossCSPS15 fatcat:kw5ghc5ckremjknt4ia2mhoina

A Survey on Visual Content-Based Video Indexing and Retrieval

Weiming Hu, Nianhua Xie, Li Li, Xianglin Zeng, S. Maybank
2011 IEEE Transactions on Systems Man and Cybernetics Part C (Applications and Reviews)  
This paper offers a tutorial and an overview of the landscape of general strategies in visual content-based video indexing and retrieval, focusing on methods for video structure analysis, including shot  ...  retrieval including query interfaces, similarity measure and relevance feedback, and video browsing.  ...  [54] , [56] present an interactive object-based video retrieval system that uses relevance feedback to refine an underlying model of the search object.  ... 
doi:10.1109/tsmcc.2011.2109710 fatcat:qtenus4htffcfbyuiwidgjojku

InsightVideo: toward hierarchical video content organization for efficient browsing, summarization and retrieval

Xingquan Zhu, A.K. Elmagarmid, Xiangyang Xue, Lide Wu, A.C. Catlin
2005 IEEE transactions on multimedia  
He is on the steering committees for the IEEE International Conference on Data Engineering, and the IEEE Symposium on Research Issues in Data Engineering and served on the organization committees of several  ...  Xiangyang Xue received the B.S., M.S., and Ph.D. degrees in communication engineering from Xidian University,  ...  Wu at the University of Vermont for his valuable comments in revising the paper.  ... 
doi:10.1109/tmm.2005.850977 fatcat:4zrpbh4jmzgjrja5vi6nid7bhu
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