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Automatic tagging and geotagging in video collections and communities

Martha Larson, Mohammad Soleymani, Pavel Serdyukov
2011 Proceedings of the 1st ACM International Conference on Multimedia Retrieval - ICMR '11  
Automatically generated tags and geotags hold great promise to improve access to video collections and online communities.  ...  The Tagging Task, Professional involves automatically matching episodes in a collection of Dutch television with subject labels drawn from the keyword thesaurus used by the archive staff.  ...  CONCLUSION AND OUTLOOK Automatically generated tags and geotags can supplement user-contributed annotations and contribute to improving access to content in video collections and communities.  ... 
doi:10.1145/1991996.1992047 dblp:conf/mir/LarsonSS11 fatcat:64ojdcpp3rda3bdt5zfl3knura

The Placing Task

Jaeyoung Choi, Roger Pearce, Doug Poland, Bart Thomee, Gerald Friedland, Liangliang Cao, Karl Ni, Damian Borth, Benjamin Elizalde, Luke Gottlieb, Carmen Carrano
2014 Proceedings of the 3rd ACM Multimedia Workshop on Geotagging and Its Applications in Multimedia - GeoMM '14  
media videos and images.  ...  We introduce a recent development of a new standardized webscale geo-tagged dataset for Placing Task 2014, which contains 5.5 million images and 35,000 videos.  ...  Landmarks depicted in videos and images have received a large amount of attention in the research community as well.  ... 
doi:10.1145/2661118.2661125 dblp:conf/mm/ChoiTFCNBEGCPP14 fatcat:tpyvtq3m6bdsjcy5gl4x5y62yi

Location Based Video Searching

Prof Aparna S Kalaskar, Kaustubh Karanjkar, Harish Gwalani, Naman Jain, Shridhar Pawar
2017 IJARCCE  
In the last decade, the amount of customers, services and online information has grown rapidly.  ...  Location based Video Searching (LBVS) systems have been shown as valuable tools for providing appropriate recommendations to users.  ...  Automatically generated tags and geotags hold great promise to improve access to video collections and online communities.  ... 
doi:10.17148/ijarcce.2017.63111 fatcat:23s62ao24zeyxitsub7tqj6tju

Automatically Augmenting Lifelog Events Using Pervasively Generated Content from Millions of People

Aiden R. Doherty, Alan F. Smeaton
2010 Sensors  
This use of additional information reinforces, validates, semantically enriches, and augments sensed data.  ...  In sensor research we take advantage of additional contextual sensor information to disambiguate potentially erroneous sensor readings or to make better informed decisions on a single sensor's output.  ...  The authors wish to acknowledge the contribution of Saman Cooray in coding MPEG-7 image descriptors, and also the support of Microsoft Research (grant number 2007-056) through equipment provided.  ... 
doi:10.3390/s100301423 pmid:22294880 pmcid:PMC3264432 fatcat:vpe2b5aeg5ecpb7lct6sf6upeq

[Invited Paper] A Review of Web Image Mining

Keiji Yanai
2015 ITE Transactions on Media Technology and Applications  
of visual concept database for image/video recognition, (2) Web image application for visual concept analysis and data-driven computer graphics, and (3) real-world sensing through Web images to detect  ...  In this paper, we review works related to big visual data on the Web in the literature of computer vision and multimedia research regarding the following points: (1) Web image acquisition for construction  ...  Do Hang Nga and anonymous reviewers.  ... 
doi:10.3169/mta.3.156 fatcat:gduk25dp7nedvm65xurbwzdu3y

Geotagging in multimedia and computer vision—a survey

Jiebo Luo, Dhiraj Joshi, Jie Yu, Andrew Gallagher
2010 Multimedia tools and applications  
Geo-tagging is a fast-emerging trend in digital photography and community photo sharing.  ...  In this paper, we survey geo-tagging related research within the context of multimedia and along three dimensions: 1) Modalities in which geographical information can be extracted, 2) Applications that  ...  Geotagging has generated a wave of geo-awareness in multimedia repositories and research communities alike 12 .  ... 
doi:10.1007/s11042-010-0623-y fatcat:esd7subpbjhntpes6quvngtwti

Research and applications on georeferenced multimedia: a survey

Yan-Tao Zheng, Zheng-Jun Zha, Tat-Seng Chua
2010 Multimedia tools and applications  
In recent years, the emergence of georeferenced media, like geotagged photos, on the Internet has opened up a new world of possibilities for geographic related research and applications.  ...  Despite of its short history, georeferenced media has been attracting attentions from several major research communities of Computer Vision, Multimedia, Digital Libraries and KDD.  ...  GPS and other geo-location acquisition hardware provide an automatic solution for geotagging photos and videos.  ... 
doi:10.1007/s11042-010-0630-z fatcat:5andae7vyraahn3xaqc25x7dui

Travel scrapbooks: Creating rich visual travel narratives

Vidya Setlur, Agathe Battestini, Xianghua Ding
2009 2009 IEEE International Conference on Multimedia and Expo  
This paper presents Travel Scrapbooks, an online service that automatically stitches information together from various online sources based on geotagged photos from social networks, and visually presents  ...  The convergence of the Internet and ubiquitous technologies offers an unprecedented level of convenience for information collection, accessing, and sharing through mobile devices and web services.  ...  In particular, this paper automatically determines implicitly unapparent correlations among data collected from different social communities and online information resources, including that of the mobile  ... 
doi:10.1109/icme.2009.5202744 dblp:conf/icmcs/SetlurBD09 fatcat:bkksxlu5sbhi5csntw7yousxx4

Open and free datasets for multimedia retrieval

Erwin M. Bakker
2016 International Journal of Multimedia Information Retrieval  
One of the pillars of the scientific community is open and free datasets.  ...  Here, we present some of the recent free and open datasets for the scientific community.  ...  reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.  ... 
doi:10.1007/s13735-016-0106-7 fatcat:f4kgq6brfnep7jfga22wfgh2ke

Geotag Propagation with User Trust Modeling [chapter]

Ivan Ivanov, Peter Vajda, Jong-Seok Lee, Pavel Korshunov, Touradj Ebrahimi
2012 Computer Communications and Networks  
People also comment, annotate, and tag their own content (videos, photos, notes, etc.), as well as the content of others. In many cases, the content is tagged manually.  ...  In this chapter, we discuss several image retrieval methods based on tags, various approaches to trust modeling and spam protection in social networks, and trust modeling in geotagging systems.  ...  [47] automatically finds frequently photographed landmarks from a large collection of geotagged photos.  ... 
doi:10.1007/978-1-4471-4555-4_13 dblp:series/ccn/IvanovVLKE13 fatcat:jmcuzfxn5zbvjmjsioskqnnkc4

Second ACM multimedia workshop on geotagging and its applications in multimedia (GeoMM 2013)

Liangliang Cao, Gerald Friedland, Pascal Kelm
2013 Proceedings of the 21st ACM international conference on Multimedia - MM '13  
The Workshop on Geotagging and Its Applications in Multimedia (GeoMM 2013) focuses on new applications and methods of geotagging and in geo-location support systems.  ...  As the location based multimedia becomes more and more popular in the era of Web and mobile applications, the increase in the use of geotagging and improvements in geolocation support systems open up a  ...  TOPICS OF INTERESTS In terms of author audience, this workshop focuses on three main themes: collection and estimation of geotags; application of geotagging; and visualization of geotagged information.  ... 
doi:10.1145/2502081.2503829 dblp:conf/mm/CaoFK13 fatcat:ogndzexw6bhifledyfs5ypxdy4

A Survey of Geo-tagged Multimedia Content Analysis within Flickr [chapter]

Evaggelos Spyrou, Phivos Mylonas
2014 IFIP Advances in Information and Communication Technology  
Our survey paper attempts to investigate how recent and undoubted emerge in enriched, geo-tagged social networks' multimedia content sharing works to the benefit of their users and whether it could be  ...  and recommendations based on pre-processed collaborative geo-tagged photos, resulting into more efficient, optimized search results.  ...  [53] adopted a hierarchical approach and tried to automatically predict geo-tags for Flickr videos.  ... 
doi:10.1007/978-3-662-44722-2_14 fatcat:ikhug3ptc5honpl3djdeb4srs4

An Overview of Flickr Challenges and Research Opportunities

Evaggelos Spyrou, Phivos Mylonas
2014 2014 9th International Workshop on Semantic and Social Media Adaptation and Personalization  
Throughout the paper the status of current research and directions for future research are highlighted in an effort to provide useful information to fellow researchers.  ...  Some historical facts of its origin are presented, followed by a review of its digital photo sharing and tagging capabilities, focusing on the most popular related research fields, like travel applications  ...  This way, Flickr has become the largest collection of community collected geo-tagged photos. B.  ... 
doi:10.1109/smap.2014.19 dblp:conf/smap/SpyrouM14 fatcat:muq47hk4arcoligdagxkwfvaka


2011 International Journal of Semantic Computing (IJSC)  
We present an algorithm that allows the inference of the geo-location of YouTube and Flickr videos based on the tag descriptions.  ...  in the potential of cybercasing attacks.  ...  We would like to thank Gregor Maier, Nicholas Weaver, and Robin Sommer for discussions and feedback, and the anonymous reviewers for valuable suggestions.  ... 
doi:10.1142/s1793351x11001171 fatcat:5dpor5sskfdevouyqjt4ip5kk4

In Tags We Trust: Trust modeling in social tagging of multimedia content

Ivan Ivanov, Peter Vajda, Jong-Seok Lee, Touradj Ebrahimi
2012 IEEE Signal Processing Magazine  
[24] developed an efficient system for automatic geotag propagation in images by associating locations with distinctive landmarks and using object duplicate detection.  ...  (Figure used with permission from [24 GEOTAGS CAN BE PROPAGATED BASED ON THE SIMILARITY BETWEEN IMAGE CONTENT (USUALLY FAMOUS LANDMARKS) AND CONTEXT (ASSOCIATED GEOTAGS). trusted users can be automatically  ... 
doi:10.1109/msp.2011.942345 fatcat:u57j6bwuvvekbfliwlckhtdyia
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