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  1. Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
  2. ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP) : Volume 7S
  3. Issue 1(Special section on ACM multimedia 2010 best paper candidates, and issue on social media), October 2011
  4. Automatic creation of photo books from stories in social media
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ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP) : Volume 10
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP) : Volume 9
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP) : Volume 8
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP) : Volume 7
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP) : Volume 7S
Issue 1(Special section on ACM multimedia 2010 best paper candidates, and issue on social media), October 2011
Introduction to ACM multimedia 2010 best paper candidates
A holistic approach to aesthetic enhancement of photographs
Using rich social media information for music recommendation via hypergraph model
A cognitive approach for effective coding and transmission of 3D video
Video accessibility enhancement for hearing-impaired users
Introduction to special issue on social media
Exploiting online music tags for music emotion classification
Automatic creation of photo books from stories in social media
Recognition of adult images, videos, and web page bags
SCENT: Scalable compressed monitoring of evolving multirelational social networks
Browse by chunks: Topic mining and organizing on web-scale social media
Mining flickr landmarks by modeling reconstruction sparsity
Contextual tag inference
VlogSense: Conversational behavior and social attention in YouTube
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP) : Volume 6
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP) : Volume 5
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP) : Volume 4
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP) : Volume 3
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP) : Volume 2
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP) : Volume 1

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Automatic creation of photo books from stories in social media

Content Provider ACM Digital Library
Author Sandhaus, Philipp Rabbath, Mohamad Boll, Susanne
Copyright Year 2013
Abstract Photos are a special way to tell stories of our best memories and moments. The representation of those photos in appealing physical photo books is highly appreciated by many people. Today, many photos are shared via social networking sites, where people upload their photos and share their stories with their friends. The members of social networks comment on each other's photos, add tags or descriptions and upload new photos of the same events to their albums. While the media of different personal events are available on the social network, there is no easy way to collect and bundle them into a story and print this story as a photo book. We propose an approach to automatically detect media elements that match a query (where, when, what, who) in the user's social network and intelligently arrange and compose them into a printable photo book. We combine content analysis of text and images to automatically and semi-automatically select photos of a specific story. We calculate the probabilities of each two photos to belong to the same event using an Expectation-Maximization algorithm that we propose in order to be able to retrieve them easily when receiving the user queries, and we address the differences between our model and other models that use similar proposed algorithms. People's tags and the interaction between the users and the photos as well as other semantic information are exploited to select important photos that are suitable to create the photo book. The selected photos and derived semantics are then employed to automatically create an appealing layout for the photo book.
Starting Page 1
Ending Page 18
Page Count 18
File Format PDF
ISSN 15516857
e-ISSN 15516865
DOI 10.1145/2037676.2037684
Volume Number 7S
Issue Number 1
Journal ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Language English
Publisher Association for Computing Machinery (ACM)
Publisher Date 2011-11-04
Publisher Place New York
Access Restriction One Nation One Subscription (ONOS)
Subject Keyword Photo books Expectation-maximization Information retrieval Layout Multimedia retrieval Social media Social networks
Content Type Text
Resource Type Article
Subject Hardware and Architecture Computer Networks and Communications
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