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Automatic Photo Indexing Based on Person Identity [chapter]

Seungji Yang, Kyong Sok Seo, Sang Kyun Kim, Yong Man Ro, Ji-Yeon Kim, Yang Suk Seo
2005 Lecture Notes in Computer Science  
In this paper, we propose a novel approach to automatically index digital home photos based on person identity. A person is identified by his/her face and clothes.  ...  In the indexing, SVMs are trained with features of pre-indexed faces to model target persons. The representative feature vector of the person group from the clustering is queried to the trained SVMs.  ...  The clustered person groups based on situations are automatically indexed to target people in pre-stored database.  ... 
doi:10.1007/11582267_76 fatcat:mzz224qu4ra2pmboxj43wce7ay

Automatic Text Searching For Personal Photos

Neil O'Hare, Hyowon Lee, Saman Cooray, Cathal Gurrin, Gareth J. F. Jones, Jovanka Malobabic, Noel E. O'Connor, Alan F. Smeaton, Bartlomiej Uscilowski
2006 International Conference on Semantics and Digital Media Technologies  
text indexing techniques, facilitates efficient searching of personal photo collections.  ...  This demonstration presents the MediAssist prototype system for organisation of personal digital photo collections based on contextual information, such as time and location of image capture, and content-based  ...  All photos are indexed using both context and content-based analysis.  ... 
dblp:conf/samt/OHareLCGJMOSU06 fatcat:swxvwvcedjbjrjxz4ecapxox2y

Using text search for personal photo collections with the MediAssist system

Neil O'Hare, Cathal Gurrin, Gareth J. F. Jones, Hyowon Lee, Noel E. O'Connor, Alan F. Smeaton
2007 Proceedings of the 2007 ACM symposium on Applied computing - SAC '07  
The MediAssist system enables organisation and searching of personal digital photo collections based on contextual information, content-based analysis and semi-automatic annotation.  ...  One mode of user interaction uses automatically extracted features to create text surrogates for photos, which enables text search of photo collections without manual annotation.  ...  Some features are guaranteed to be correct (time, location, semiautomatic person identity).  ... 
doi:10.1145/1244002.1244195 dblp:conf/sac/OHareGJLOS07 fatcat:zrqu3fev6raxbftgwpsxu3kvha

Face annotation for personal photos using context-assisted face recognition

Jae Young Choi, Seungji Yang, Yong Man Ro, Konstantinos N. Plataniotis
2008 Proceeding of the 1st ACM international conference on Multimedia information retrieval - MIR '08  
To overcome the limitations of conventional FR-based annotation approaches, situation and person clustering methods are proposed based on context of personal photos.  ...  This allows traditional FR methods to take advantages of feature-or measurement-level fusion strategies for automatic annotation of faces on personal photos.  ...  To index and retrieve personal photos based on an understanding of 'who' is in the photos, annotation (or tagging) of faces is essential.  ... 
doi:10.1145/1460096.1460106 dblp:conf/mir/ChoiYRP08 fatcat:szovdalwmnbinoqoenwifbxbyi

Enhancing Adaptive Content Based Face Image Retrieval in Database

M Manimegalai, K Sankar
2014 International Journal of Computer Trends and Technology  
In this method, to utilize automatically detected human attributes that contain semantic cues of the face photos to improve content based face retrieval by constructing semantic codeword's for efficient  ...  To address one of the important and challenging problems -large-scale contentbased face image retrieval.  ...  Photo search on touch devices procedure follows:  User Interface  Ranking Function  Block-based Indexing The work proposes a novel way for effectively organizing and searching consumer photos by positioning  ... 
doi:10.14445/22312803/ijctt-v10p102 fatcat:lob7vu5mjngbhlnpzczj3c7vgm

A Study on Image Annotation Techniques

Reena Pagare, Anita Shinde
2012 International Journal of Computer Applications  
The requirements of effective indexing and searching image are growing rapidly. Image annotation is an effective way for content based image retrieval.  ...  The paper also gives a brief overview of different methods for image annotation under Semi-Automatic and Automatic annotations.  ...  SEMI-AUTOMATIC ANNOTATIONS ON MOBILE PHONE USING CONTEXTUAL INFORMATION In ubiquitous computing applications, three important aspects of context are as location, identity and time.  ... 
doi:10.5120/4616-6295 fatcat:ex426irs3ncdfmdv2a63ygvb3i

Photo search by face positions and facial attributes on touch devices

Yu-Heng Lei, Yan-Ying Chen, Lime Iida, Bor-Chun Chen, Hsiao-Hang Su, Winston H. Hsu
2011 Proceedings of the 19th ACM international conference on Multimedia - MM '11  
With the proposed block-based indexing approach, we can achieve near real-time retrieval (0.1 second on average) in a large-scale dataset (more than 200k faces in Flickr images).  ...  Therefore, a better solution to organize the increasing number of personal or group photos is highly required.  ...  Block-based Indexing We apply a block-based method to spatially index all the database faces.  ... 
doi:10.1145/2072298.2072410 dblp:conf/mm/LeiCICSH11 fatcat:dnz3sy245zcz7ljwcycfyrsspy

Context-Aware Person Identification in Personal Photo Collections

Neil O'Hare, Alan F. Smeaton
2009 IEEE transactions on multimedia  
Index Terms-Context and content, person identification, personal photo management.  ...  We present MediAssist, one such system which facilitates browsing, searching and semi-automatic annotation of personal photos, using analysis of both image content and the context in which the photo is  ...  Lee on the MediAssist project is gratefully acknowledged, as is the insightful advice from Prof. S. Boll and the comments and suggestions of the anonymous reviewers.  ... 
doi:10.1109/tmm.2008.2009679 fatcat:k45tkigy6fekrfk5mbn2byte64

Mean shift clustering for personal photo album organization

E. Ardizzone, M. La Cascia, F. Vella
2008 2008 15th IEEE International Conference on Image Processing  
In this paper we propose a probabilistic approach for the automatic organization of pictures in personal photo album.  ...  The description of the background is based on RGB color histogram and on Gabor filter energy accounting for texture information.  ...  In [11] a semi automatic photo annotation system based on enhanced spectral clustering is proposed.  ... 
doi:10.1109/icip.2008.4711697 dblp:conf/icip/ArdizzoneCV08 fatcat:qemxm5vtcjaetauqtn5p3pufeu


Fang Wen, Shifeng Chen, Xiaoou Tang
2008 Proceeding of the 16th ACM international conference on Multimedia - MM '08  
In this demo, we present a family photo album based cartoon personalization system, EasyToon.  ...  Then a personalized cartoon image is automatically synthesized by blending the selected face into the target cartoon image.  ...  User Interface SUMMARY In this demo, a family photo album based semi-automatic cartoon personalization system, EasyToon, is presented to generate personalized cartoon picture by replacing the cartoon  ... 
doi:10.1145/1459359.1459560 dblp:conf/mm/WenCT08 fatcat:4wyo5dfwyjhnfa5cjizmflfnbe


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.  ...  The system blends human and automatic annotation methods. 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

Scalable Face Image Retrieval Using Attribute-Enhanced Sparse Codewords

Bor-Chun Chen, Yan-Ying Chen, Yin-Hsi Kuo, Winston H. Hsu
2013 IEEE transactions on multimedia  
Index Terms-Content-based image retrieval, face image, human attributes.  ...  Thus, with the exponentially growing photos, large-scale content-based face image retrieval is an enabling technology for many emerging applications.  ...  [2] propose an automatic face annotation framework based on content-based face image retrieval.  ... 
doi:10.1109/tmm.2013.2242460 fatcat:b7qhfd2hbjeulalkpvc3ntxlcu

On the Design and Exploitation of User's Personal and Public Information for Semantic Personal Digital Photograph Annotation

Supheakmungkol Sarin, Toshinori Nagahashi, Tadashi Miyosawa, Wataru Kameyama
2008 Advances in Multimedia  
Automating the process of semantic annotation of digital personal photographs is a crucial step towards efficient and effective management of this increasingly high volume of content.  ...  We then analyze this information and extract important semantic terms, using them as semantic keyword suggestions for their photos.  ...  Conf. on Multimedia and Expo, Beijing, 2007 [41] .  ... 
doi:10.1155/2008/592690 fatcat:34agu7oomjd3rl6ee4a4f7goa4

Toward Large-Scale Face Recognition Using Social Network Context

Zak Stone, Todd Zickler, Trevor Darrell
2010 Proceedings of the IEEE  
One useful way to index photographsVespecially personal photographsVis through the identities of the individuals they contain, and, in theory, this can be executed at scale using automatic face recognition  ...  One promising approach is automatic face recognition, which would allow photos to be organized by the identities of the individuals they contain.  ...  Unfortunately, our ability to automatically analyze and organize photos lags far behind our ability to create and store them.  ... 
doi:10.1109/jproc.2010.2044551 fatcat:npl7bpja25cxddteph3dku7du4

Building the Social Graph of the History of European Integration [chapter]

Lars Wieneke, Marten Düring, Ghislain Silaume, Carine Lallemand, Vincenzo Croce, Marilena Lazzarro, Francesco Nucci, Chiara Pasini, Piero Fraternali, Marco Tagliasacchi, Mark Melenhorst, Jasminko Novak (+3 others)
2014 Lecture Notes in Computer Science  
These co-occurrences are turned into a social graph that connects persons with each other and positions them, through information about the date and location of recording, in time and space.  ...  demonstrator for the integration of human and machine computation that combines the power of face recognition technology with two distinctively different crowd-sourcing approaches to compute co-occurrences of persons  ...  Nevertheless, automatic processes alone are often not reliable enough to extract high-level information, such as the identity of persons that are depicted in these resources.  ... 
doi:10.1007/978-3-642-55285-4_7 fatcat:3j4fjhox5jgfzers2ytyahof3e
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