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Home photo content modeling for personalized event-based retrieval

Joo-Hwee Lim, Qi Tian, P. Mulhem
2003 IEEE Multimedia  
We address the semantic gap between feature-based indexes computed automatically and human query and retrieval preferences.  ...  Consumers need effective tools to organize and access photos in a semantically meaningful way.  ...  Future work We presented our event taxonomy for home photo content modeling and a computational learning framework to personalize event models from labeled sample photos and to compute relevance measures  ... 
doi:10.1109/mmul.2003.1237548 fatcat:lwp2kaoz5ndgdkl5qlywfhu46m

Home Photo Retrieval: Time Matters [chapter]

Philippe Mulhem, Joo-Hwee Lim
2003 Lecture Notes in Computer Science  
While time-based browsing might be adequate for relatively small photo collection, query and retrieval would be very useful to find relevant photos of an event in large collection.  ...  In this paper, we propose the use of temporal events for organizing and representing home photos using structured document formalism and hence a new way to retrieve photos of an event using both image  ...  This clearly shows that the use of contextual information for the retrieval of home photos impacts positively each of the content representations.  ... 
doi:10.1007/3-540-45113-7_32 fatcat:ldmibsiqvvf5fn2lk26n7l5db4


Allan Kuchinsky, Celine Pering, Michael L. Creech, Dennis Freeze, Bill Serra, Jacek Gwizdka
1999 Proceedings of the SIGCHI conference on Human factors in computing systems the CHI is the limit - CHI '99  
FotoFile is an experimental system for multimedia organization and retrieval, based upon the design goal of making multimedia content accessible to non-expert users.  ...  It extends textual search, browsing, and retrieval technologies to support multimedia data types.  ...  ACKNOWLEDGMENTS We owe a great debt to HongJiang Zhang, John Wang, and Wei-Ying Ma for their excellent work in content-based indexing and retrieval, which has been incorporated into our prototypes.  ... 
doi:10.1145/302979.303143 dblp:conf/chi/KuchinskyPCFSG99 fatcat:7p7wp7crdzbvjnwd3hbbvzqvy4

Event detection and scene attraction by very simple contextual cues

Ivan Tankoyeu, Javier Paniagua, Julian Stöttinger, Fausto Giunchiglia
2011 Proceedings of the 2011 joint ACM workshop on Modeling and representing events - J-MRE '11  
To this end, we build a contextual meaningful hierarchy of events based on personal photos.  ...  This is improved by introducing a momentum of attraction measure for a meaningful representation of personal events.  ...  [12] and [13] show an approach for clustering photo collections based on temporal information and visual content of images.  ... 
doi:10.1145/2072508.2072510 fatcat:nf7ygfnbcfeepiry5hyngj5q6q

Using the Social Networking Graph for Image Organization

Brandeis Marshall, Siddharth Pandey
2010 2010 Second International Conference on Advances in Future Internet  
In this paper, we present a tag organization framework for photographs by clustering similar content based photographs.  ...  Using a social network graph model, we relate objects and the corresponding relationships amongst them.  ...  Traditionally, image retrieval approaches model one of two paths: content-based image retrieval (CBIR) [2] , [18] , [20] or photo annotation [1] .  ... 
doi:10.1109/afin.2010.24 fatcat:plxf2yeqfrfl7m5jpnqlhva6na

Real-life events in multimedia: detection, representation, retrieval, and applications

Vasileios Mezaris, Ansgar Scherp, Ramesh Jain, Mohan S. Kankanhalli
2013 Multimedia tools and applications  
Scherp is scientific leader of the EU project SocialSensor, where the University of Koblenz-Landau is leading the work package on user modeling and presentation.  ...  He is a Donald Bren Professor in Information & Computer Sciences at University of California, Irvine where he is doing research in EventWeb and Experiential Computing for developing and building Social  ...  in multimedia, the modeling of such real-life events, the sharing and the event-based retrieval of content, and the development of novel applications that jointly consider multimedia content and the real-life  ... 
doi:10.1007/s11042-013-1426-8 fatcat:uvn3ttbxpne2toca2pprzpi2ye

Automated Approach for the Importing the New Photo Set to Private Photo Album to Make it More Searchable

Dmytro Nikulin, Olena Buchko
2020 NaUKMA Research Papers Computer Science  
(It is divided into two sub issues: not existing taken date and GEO data for place it was taken at); as second, the linking a photo to an author person entity (Based on camera brand and model given as  ...  (Based on tagging the photos in semi-automated way). For each issue, this document has provided the technical approaches and program algorithms (in a pseudo code) as well.  ...  Let us provide the examples of requests based on photo properties/attributes that people might make when searching for certain photos: -My photos from April 2020; -All photos when I am at home; -My father's  ... 
doi:10.18523/2617-3808.2020.3.141-148 fatcat:k5u6unycnbaudkt46cuf62qpdi

Multimedia content modeling and personalization

M.C. Angelides
2003 IEEE Multimedia  
This special issue offers a collection of techniques and applications for multimedia content modeling and personalization.  ...  The rest of this article introduces the field of content modeling and personalization.  ...  They construct user-labeled event models from home photos and, using relevance feedback, propagate event labels to unlabeled photos.  ... 
doi:10.1109/mmul.2003.1237546 fatcat:yqltot223nbprgrgezkziohrve

A Social Framework for the Organisation and Automated Annotation of Personal Photo Collections

Mark Hughes
2008 2008 Third International Workshop on Semantic Media Adaptation and Personalization  
presentation of images from personal photo collections.  ...  In this proposal we present a framework based on social interaction to automatically create rich and accurate tags for images using stateof-the-art computer vision techniques, fused with the wide range  ...  Ayers et al [4] fused SIFT keypoints with SVM models for home interior classification with relatively successful results.  ... 
doi:10.1109/smap.2008.26 dblp:conf/smap/Hughes08 fatcat:bghrw3k4bjc4lci7ico3pnflnq

Transforming mobile personal life log into autobiographical multimedia eChronicles

Dian Tjondronegoro, Tat-Seng Chua
2012 Proceedings of the 10th International Conference on Advances in Mobile Computing & Multimedia - MoMM '12  
The proposed model is an attempt towards a more complete personal life-log indexing model, which will support long term capture, organization, and retrieval.  ...  To demonstrate the benefits of the proposed model, we propose some design solutions for enabling users-driven capture, annotation, and retrieval of autobiographical multimedia chronicles tools.  ...  Internal/external event and objects could trigger it, for example, taking a phone call is an activity that could prompt a person to go home.  ... 
doi:10.1145/2428955.2428973 dblp:conf/momm/TjondronegoroC12 fatcat:nsfugzgmfraepmvzuxo3flwa3e

Thing broker

Ricardo Aparecido Perez de Almeida, Michael Blackstock, Rodger Lea, Roberto Calderon, Antonio Francisco do Prado, Helio Crestana Guardia
2013 Proceedings of the 2013 ACM conference on Pervasive and ubiquitous computing adjunct publication - UbiComp '13 Adjunct  
In this paper we present the Thing Broker, a core platform for Web of Things that provides RESTFul interfaces to things using a Twitter-based set of abstractions and communication model.  ...  One challenge toward this vision is integrating things with different characteristics, protocols, interfaces and constraints while maintaining the simplicity and flexibility required for a variety of applications  ...  Acknowledgements Special thanks to professors Junia Coutinho Anacleto and Sidney Fels, for their advice, support and direction.  ... 
doi:10.1145/2494091.2497588 dblp:conf/huc/AlmeidaBLCPG13 fatcat:f56fa3jdnna2plfttuoduqpayy

Semantically Enhancing Multimedia Lifelog Events [chapter]

Peng Wang, Alan Smeaton, Alessandra Mileo
2014 Lecture Notes in Computer Science  
Lifelogs represent a unique form of personal multimedia content in that they are temporal, synchronised, multi-modal and composed of multiple media.  ...  In this paper we demonstrate the potential of semantic web technologies for analysing lifelogs by automatically augmenting descriptions of lifelog events.  ...  These enhanced contents are provided as links for further use.  ... 
doi:10.1007/978-3-319-13168-9_17 fatcat:pxmtravzvjd43d2vxmxma6guna

A framework for sharing and storing serendipity moments in human life memory

Azizan Ismail, Madjid Merabti, David Llewellyn-Jones, Sud Sudirman
2008 2008 First IEEE International Conference on Ubi-Media Computing  
Unfortunately our memory can sometimes fail to retrieve all the details of when, where and why something happened.  ...  We propose a flexible and scalable system for storing serendipitous moments in a human life memory framework and share them with friends without the need for a central server through a peer-to-peer network  ...  The database can store content and metadata for a variety of item types, including contacts, documents, email, events, photos, music, and video.  ... 
doi:10.1109/umedia.2008.4570878 fatcat:limcwvohwnajnagjulgdhvj25q

The State of the Art in Image and Video Retrieval [chapter]

Nicu Sebe, Michael S. Lew, Xiang Zhou, Thomas S. Huang, Erwin M. Bakker
2003 Lecture Notes in Computer Science  
It requires hard work, precise modeling, the inclusion of considerable amounts of a priori knowledge and solid experimentation to analyze the contents of a photograph.  ...  What is needed is that the techniques for organizing images and video stay in tune with the amounts of information. Therefore, there is an urgent need for a semantic understanding of image and video.  ...  Similarly, Mulhem and Lim [25] propose the use of temporal events for organizing and representing home photos using a structured document formalism and hence a new way to retrieve photos of an event  ... 
doi:10.1007/3-540-45113-7_1 fatcat:j2luzb6dfbfnfb7movbhfmpcwa

Towards Storytelling by Extracting Social Information from OSN Photo's Metadata

Mukesh Kumar Saini, Fatimah Al-Zamzami, Abdulmotaleb El Saddik
2014 Proceedings of the First International Workshop on Internet-Scale Multimedia Management - WISMM '14  
However, the information needed for a story, such as events and pictures, is not fully available on user's own profile.  ...  While part of this information can be retrieved from user's own timeline, a large amount of event and multimedia information is only available on friend's profiles.  ...  Due to the possibility that user's personal profile may miss important information (e.g. events), we propose a multimedia-based relationship strength model to find the close friends of users in hope to  ... 
doi:10.1145/2661714.2661721 dblp:conf/mm/SainiAE14 fatcat:wqqel5yjq5bjhbsjrrjp2k675e
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