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Summarizing Video Information Using Self-Organizing Maps
2006
2006 IEEE International Conference on Fuzzy Systems
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Facing a huge amount of multimedia information available today, it becomes inevitably necessary to develop efficient methods for accessing, searching, structuring, and representing it. ...
Our prototype is based on growing self-organizing maps. ...
Self organizing map window The self organizing map (see figures 3 and 4) can be found in the Learner Grid window of our application (see Fig. 2 ). ...
doi:10.1109/fuzzy.2006.1681764
dblp:conf/fuzzIEEE/BareckeKND06
fatcat:epid7nr4lrg6vcvmkhzbgxsuny
Using Self-Organizing Maps to Support Video Navigation
[chapter]
2006
Lecture Notes in Computer Science
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A common approach is to cluster shots into groups and visualize them afterwards. In this paper, we present a prototype that follows in general this approach. ...
Unlike existing systems, the clustering is based on a growing self-organizing map algorithm. We focus on studying the applicability of SOMs for video navigation support. ...
Player and Shot List The player is an essential part of every video browsing application. ...
doi:10.1007/11840817_42
fatcat:rgsnj3pesnd7vapmjiipirlhhm
ViBE: a video indexing and browsing environment
1999
Multimedia Storage and Archiving Systems IV
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In this paper, we describe a unique new paradigm for video database management known as ViBE (Video Indexing and Browsing Environment). ...
ViBE is a browseable/searchable paradigm for organizing video data containing a large number of sequences. We describe how ViBE performs on a database of MPEG sequences. ...
The shot tree is formed by clustering the frames in a shot, hence it hierarchically organizes frames into similar groups. ...
doi:10.1117/12.360419
fatcat:hp2qylylore5hltp7md3pkcmyy
ViBE: A Compressed Video Database Structured for Active Browsing and Search
2004
IEEE transactions on multimedia
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ViBE is a browseable/searchable paradigm for organizing video data containing a large number of sequences. ...
In this paper, we describe a unique new paradigm for video database management known as ViBE (video indexing and browsing environment). ...
The shot tree is formed by clustering the frames in a shot, hence it hierarchically organizes frames into similar groups. ...
doi:10.1109/tmm.2003.819783
fatcat:r35s5z3nxba2hiwdyywx7jgqii
Content-based representation and retrieval of visual media: A state-of-the-art review
1996
Multimedia tools and applications
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This paper reviews a number of recently available techniques in content analysis of visual media and their application to the Indexing, retrieval, abstracting, relevance assessment, interactive perception ...
, annotation and re-use of visual documents. ...
Shot similarity and content-based retrieval of clips Defining video shot or sequence similarity is a key issue in building content-based indices, retrieving sequences of similar visual content and clustering ...
doi:10.1007/bf00393937
fatcat:xrxszt23qrb6pci5iqo7ybmshe
Video Navigation Based on Self-Organizing Maps
[chapter]
2006
Lecture Notes in Computer Science
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A common approach is to cluster shots into groups and visualize them afterwards. In this paper, we present a prototype that follows in general this approach. ...
They provide some inherent visualization properties such as similar elements can be found easily in adjacent cells. We focus on studying the applicability of SOMs for video navigation support. ...
The brightness of a cell indicates the distance between each cluster center and the keyframe of the chosen shot. Notice that sequences in adjacent cells are similar as intended. ...
doi:10.1007/11788034_35
fatcat:qxrlekbgoffznp33copr576rqi
Integration of structured video in a multimedia authoring system
[chapter]
2000
Eurographics
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For that purpose, we identify the speci c video structuration requirements of this kind of application and we propose an XML syntax for the description of the structure, the temporal and spatial organization ...
In this paper, we i n tegrate some results on automatic structuration of video in a multimedia authoring system. ...
scenes of a sequence and two continuous sequences of a video. { parallel starts (resp. nishes) relation: between the rst (resp. last) shot of a scene and that scene (i.e. its parent in the structure), ...
doi:10.1007/978-3-7091-6771-7_15
fatcat:uhhk4nzd25e6bi5uqkz526dzim
Interactive visualization of video content and associated description for semantic annotation
2008
Signal, Image and Video Processing
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and annotating the shot clusters in such feature space. ...
The basic idea consists in the visualization of a 2D feature space in which the shots of the considered video sequence are located. ...
in any medium, provided the original author(s) and source are credited. ...
doi:10.1007/s11760-008-0071-6
fatcat:exxg622vwnbidkd2eblzumvvwa
Block Based Approach for Key Frame Extraction on Large Video Sequences
2016
Innovative Computing Information and Control Express Letters, Part B: Applications
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Video segmentation and key frame extraction are very important in real world video systems. Key frames are essential to analyze on large amount of video frame sequences. ...
This purpose is to reduce weak transaction frames in a large video stream by using block base algorithm and cluster the transition video shots. ...
We also gratefully acknowledge the helpful comments and suggestions for our paper of the reviewers from ICICIC2006 International Conference because they supported to improve this research. ...
doi:10.24507/icicelb.07.12.2713
fatcat:qb5o7mfhifb4hoemfibm6ayqnm
Segmentation of Video by Clustering and Graph Analysis
1998
Computer Vision and Image Understanding
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In this paper we propose techniques and formulations to match and cluster video shots of similar visual contents, taking into account the visual characteristics and temporal dynamics of video. ...
The link of cause and effect, in other words the transition from one state to another, ...
Watson Research Center and the reviewers for their comments and suggestions. In particular, we thank Reviewer 1 for a very thorough and careful reading of the manuscript. ...
doi:10.1006/cviu.1997.0628
fatcat:7aokpq6wpzdgvdtj22kkxyevcm
Video Summarization: Techniques And Applications
2015
Zenodo
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In this paper, we focus on approaches to video summarization. The video summaries can be generated in many different forms. ...
We present different techniques for each mode in the literature and describe some features used for generating video summaries. We conclude with perspective for further research. ...
In the meantime, it merges similar shots according to their similarities, and furthermore, estimates the number of key frame based on the segmented shots. ...
doi:10.5281/zenodo.1100164
fatcat:66vw6pbog5gbpotfhpedhplfoq
Memory matrix
2010
Proceedings of the international conference on Multimedia - MM '10
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In other words, the video clips (sub-shots) are organized both by taken times and taken locations, which further allows the user to browse home videos taken at similar locations. ...
Then, the video sequences are decomposed into sub-shots which are represented by keyframes. ...
ACKNOWLEDGMENTS This work was supported in part by National Natural Science Foundation of China: 60833006 and 60702035, and in part by Beijing Natural Science Foundation: 4092042. ...
doi:10.1145/1873951.1874115
dblp:conf/mm/XuWLQJH10
fatcat:vpuiayl2pnfitnfrv67tlsil6a
Video segmentation based on active vision
2003
Seventh International Symposium on Signal Processing and Its Applications, 2003. Proceedings.
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In this paper we present a novel approach for video shot segmentation based on active vision techniques. ...
A continuity function is introduced taking into account the results from biological vision and experiments and discussions are carried out. ...
We are now in a position to define what it means for a block sequence to satisfy a predicate satisfaction condition and to move to the formal definition of shot segmentation.. ...
doi:10.1109/isspa.2003.1224684
dblp:conf/isspa/CesaranoMP03
fatcat:p2rdr2rv7vg4ffromfn2jg3hbm
An Annotation Engine for Supporting Video Database Population
[chapter]
1998
Multimedia Technologies and Applications for the 21st Century
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In this paper we describe the design and development of a video annotation engine, called Vane, intended to solve this problem as a domain-independent video annotation application. ...
The tool is currently in use to annotate a video archive comprised of educational and news video content. ...
We extend our thanks to John Casebolt for implementing the SGML to SQL conversion utility and to William Klippgen for his support in the text-indexing area. ...
doi:10.1007/978-0-585-28767-6_7
fatcat:lx7ozyrsrrbn5cxsy3ujf3v4c4
SHIATSU
2010
Proceedings of the Third International Conference on SImilarity Search and APplications - SISAP '10
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More in details, in SHIATSU, shots obtained from video segmentation are first automatically labelled and such labels are then propagated at the video level. ...
In this demonstration we present SHIATSU, an automatic semantic-based video tagging system which relies on shot boundary detection and hierarchical annotation. ...
When a video is processed, the shot detection component analyzes its frames and computes its shot boundaries, marking their timestamps (beginning and end of each shot). ...
doi:10.1145/1862344.1862364
dblp:conf/sisap/BartoliniR10
fatcat:nkwe6txxdzdo7dziutkjxpk4t4
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