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Temporal Web Image Retrieval [chapter]

Gaël Dias, José G. Moreno, Adam Jatowt, Ricardo Campos
2012 Lecture Notes in Computer Science  
"Second World War") and automatically capturing the time dimension included in Web images is a challenge that has not been studied so far to the best of our knowledge.  ...  In this paper, we will discuss different research issues about Temporal Web Image Retrieval and the current progresses of our research in temporal ephemeral clustering and temporal image filtering.  ...  Second, this research was supported by MEXT Grant-in-Aid for Young Scientists B (#22700096) and by JST research promotion program Sakigake: "Analyzing Collective Memory and Developing Methods for Knowledge  ... 
doi:10.1007/978-3-642-34109-0_21 fatcat:4mvmn4m6jzav7lf6nlf77t7wji

Managing digital memories with the FXPAL photo application

John Adcock, Matthew Cooper, John Doherty, Jonathan Foote, Andreas Girgensohn, Lynn Wilcox
2003 Proceedings of the eleventh ACM international conference on Multimedia - MULTIMEDIA '03  
The FXPAL Photo Application is designed to faciliate the organization of digital images from digital cameras and other sources through automated organization and intuitive user interfaces.  ...  Studies have found that users unique exploit aspects of digital photography in usage scenarios such as sharing photos with friends and retrieving photos of important events [1, 2, 3, 4] .  ...  AUTOMATIC EVENT DETECTION Researchers have found that organizing photos by time improves users' performance in retrieval tasks [2, 7] .  ... 
doi:10.1145/957013.957139 dblp:conf/mm/AdcockCDFGW03 fatcat:4bkbyrrcercnjeehdop4cv4oje

Managing digital memories with the FXPAL photo application

John Adcock, Matthew Cooper, John Doherty, Jonathan Foote, Andreas Girgensohn, Lynn Wilcox
2003 Proceedings of the eleventh ACM international conference on Multimedia - MULTIMEDIA '03  
The FXPAL Photo Application is designed to faciliate the organization of digital images from digital cameras and other sources through automated organization and intuitive user interfaces.  ...  Studies have found that users unique exploit aspects of digital photography in usage scenarios such as sharing photos with friends and retrieving photos of important events [1, 2, 3, 4] .  ...  AUTOMATIC EVENT DETECTION Researchers have found that organizing photos by time improves users' performance in retrieval tasks [2, 7] .  ... 
doi:10.1145/957135.957139 fatcat:z33fhtt5azgjfdfjszptyhriba

Tracking Natural Events through Social Media and Computer Vision

Jingya Wang, Mohammed Korayem, Saul Blanco, David J. Crandall
2016 Proceedings of the 2016 ACM on Multimedia Conference - MM '16  
We use satellites as (noisy) ground truth to train two types of classifiers, one that estimates if a Flickr photo has evidence of an event, and one that aggregates these estimates to produce an observation  ...  Satellites are effective but limited by their perspective and by atmospheric conditions.  ...  By cross referencing the photo geo-tags and timestamps with the maps, we automatically label each image with whether or not it was taken in a place with actual snow or green vegetation.  ... 
doi:10.1145/2964284.2984067 dblp:conf/mm/WangKBC16 fatcat:d5lslgk6vrdhvpj23kkrsdn3hm

Mining photo-sharing websites to study ecological phenomena

Haipeng Zhang, Mohammed Korayem, David J. Crandall, Gretchen LeBuhn
2012 Proceedings of the 21st international conference on World Wide Web - WWW '12  
In this paper we step towards that goal, showing that by analyzing the tags and image features of geo-tagged, time-stamped photos we can measure and quantify the occurrence of ecological phenomena including  ...  The popularity of social media websites like Flickr and Twitter has created enormous collections of user-generated content online.  ...  This work was supported in part by the Lilly Endowment and by the Data to Insight Center at Indiana University, and used computational resources funded in part by NSF grant EIA-0202048 and by IBM.  ... 
doi:10.1145/2187836.2187938 dblp:conf/www/ZhangKCL12 fatcat:nfhmbf4de5aibluybv3rp6yv24

Temporal event clustering for digital photo collections

Matthew Cooper, Jonathan Foote, Andreas Girgensohn, Lynn Wilcox
2005 ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)  
To support photographers in this task, we present similarity-based methods to cluster digital photos by time and image content.  ...  We present several variants of an automatic unsupervised algorithm to partition a collection of digital photographs based either on temporal similarity alone, or on temporal and content-based similarity  ...  We thank Yong Rui for his readings of ] and the anonymous reviewers of this manuscript for their comments.  ... 
doi:10.1145/1083314.1083317 fatcat:6eij63ry4be3vm6zrhxup3x2be

Temporal event clustering for digital photo collections

Matthew Cooper, Jonathan Foote, Andreas Girgensohn, Lynn Wilcox
2003 Proceedings of the eleventh ACM international conference on Multimedia - MULTIMEDIA '03  
To support photographers in this task, we present similarity-based methods to cluster digital photos by time and image content.  ...  We present several variants of an automatic unsupervised algorithm to partition a collection of digital photographs based either on temporal similarity alone, or on temporal and content-based similarity  ...  We thank Yong Rui for his readings of ] and the anonymous reviewers of this manuscript for their comments.  ... 
doi:10.1145/957013.957093 dblp:conf/mm/CooperFGW03 fatcat:2gmttihhkjaj3k7oop3jckutpu

Temporal event clustering for digital photo collections

Matthew Cooper, Jonathan Foote, Andreas Girgensohn, Lynn Wilcox
2003 Proceedings of the eleventh ACM international conference on Multimedia - MULTIMEDIA '03  
To support photographers in this task, we present similarity-based methods to cluster digital photos by time and image content.  ...  We present several variants of an automatic unsupervised algorithm to partition a collection of digital photographs based either on temporal similarity alone, or on temporal and content-based similarity  ...  We thank Yong Rui for his readings of ] and the anonymous reviewers of this manuscript for their comments.  ... 
doi:10.1145/957092.957093 fatcat:mgyprsn2gnehhohkenavtvvqni

Capture-time Classification of Mobile Sunset Photos Leveraging Strong Spatiotemporal Cues

Ali Almajed, Matthew Boutell
2014 Proceedings of the 3rd ACM Multimedia Workshop on Geotagging and Its Applications in Multimedia - GeoMM '14  
In this paper we present a novel approach to improve an existing sunset photo classifier by using the photo's spatiotemporal cues.  ...  We present a new mobile camera app that classifies photos as sunset or nonsunset at capture time, and demonstrate the effectiveness of our application on a large dataset.  ...  Mobile phones can reduce user error by auto-synchronizing the time and time zone and by automatically geotagging photos at capture time, leading to highly accurate, strong spatiotemporal cues.  ... 
doi:10.1145/2661118.2661120 dblp:conf/mm/AlmajedB14 fatcat:xdrrcjxbhbaw7calognksugatq

Mobile Photo Album Management with Multiscale Timeline

Kolbeinn Karlsson, Wei Jiang, Dong-Qing Zhang
2014 Proceedings of the ACM International Conference on Multimedia - MM '14  
overview of the photo album for efficient browsing and searching.  ...  Our implementation of the system on mobile devices shows a better user experience and browsing efficiency based on the experiments over large real-world photo collections.  ...  Selecting Representative Images When the user browses the photo album, each cluster will be presented by a thumbnail consisting of one or more automatically selected representative images.  ... 
doi:10.1145/2647868.2655060 dblp:conf/mm/KarlssonJZ14 fatcat:c2ym3sd2irdxtou4ppzhlc4mlu

Image browsing, processing, and clustering for participatory sensing

Sasank Reddy, Andrew Parker, Josh Hyman, Jeff Burke, Deborah Estrin, Mark Hansen
2007 Proceedings of the 4th workshop on Embedded networked sensors - EmNets '07  
Implemented as a set of web services with an Adobe Flash-based user interface, it supports clustering by both image features and context tags, as well as re-tagging of images in the user interface.  ...  automatic multimedia documentation of dietary choices with just-in-time annotation, (2) efficient post facto review of captured media by participants and researchers, and (3) easy authoring and dissemination  ...  Study This pilot study was performed by a group of six users for a period of two weeks, recording a maximum of twelve hours per day; the participation level varied by user.  ... 
doi:10.1145/1278972.1278975 dblp:conf/emnets/ReddyPHBEH07 fatcat:6g2gclanm5bcjniidaqw7ju2tm

Optimizing color consistency in photo collections

Yoav HaCohen, Eli Shechtman, Dan B. Goldman, Dani Lischinski
2013 ACM Transactions on Graphics  
Second row: automatically induced consistent appearance. Third row: after propagating user adjustment of the leftmost photo (photos with similar content are affected more strongly).  ...  In this paper, we present a new method for consistent editing of photo collections. Our method automatically enforces consistent appearance of images that share content without any user input.  ...  This work was supported in part by the Israel Science Foundation founded by the Israel Academy of Sciences and Humanities.  ... 
doi:10.1145/2461912.2461997 fatcat:osm3cvjzgrhj3kenxd4qw2n7iq

From Culture to Clothing: Discovering the World Events Behind A Century of Fashion Images [article]

Wei-Lin Hsiao, Kristen Grauman
2021 arXiv   pre-print
Furthermore, on two image datasets we apply our model to improve the concrete vision tasks of visual style forecasting and photo timestamping.  ...  Using large-scale datasets of news articles and vintage photos spanning a century, we present a multi-modal statistical model to detect influence relationships between happenings in the world and people's  ...  Acknowledgements: We thank Greg Durrett, Ziad Al-Halah, and Chao-Yuan Wu for helpful discussions. We also thank the authors of [5] for kindly sharing their data and code with us.  ... 
arXiv:2102.01690v2 fatcat:kwttluwjnfgexelqv3wftidjxm

Annotating photo collections by label propagation according to multiple similarity cues

Liangliang Cao, Jiebo Luo, Thomas S. Huang
2008 Proceeding of the 16th ACM international conference on Multimedia - MM '08  
This paper considers the emerging problem of annotating personal photo collections that are taken by digital cameras and may have been subsequently organized by customers.  ...  Advanced technologies can record the GPS coordinates for each photo, and thus provide a richer source of context to model and enforce the correlation between the photos in the same collection.  ...  Instead of employing the user interaction, we explore the pairwise similarity within a photo collection to develop an automatic annotation approach.  ... 
doi:10.1145/1459359.1459376 dblp:conf/mm/CaoLH08 fatcat:yx7lyt2gf5czposhekkesa2uhy

Automatic Synchronization of Multi-User Photo Galleries [article]

E. Sansone, K. Apostolidis, N. Conci, G. Boato, V. Mezaris, F.G.B. De Natale
2017 arXiv   pre-print
In this paper we address the issue of photo galleries synchronization, where pictures related to the same event are collected by different users.  ...  different galleries and used to construct a graph; eventually, a probabilistic graphical model is used to estimate the temporal offset of each pair of galleries, by traversing the minimum spanning tree  ...  Several recent works that study the synchronization problem of generic multi-user photo galleries have been proposed and evaluated in relation to the MediaEval SEM (Synchronization of multiuser Event Media  ... 
arXiv:1608.06770v2 fatcat:rxpeh6vc2raxdl7yng6jabz2me
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