DocumentCode
410018
Title
Automatic summarization for personal digital photos
Author
Li, Jm ; Lim, Jon Hwee ; Tian, Qi
Author_Institution
Inst. for Infocomm Res., Singapore, Singapore
Volume
3
fYear
2003
fDate
15-18 Dec. 2003
Firstpage
1536
Abstract
With the rapid development and wide spread of digital cameras, sizable personal digital image libraries would become mainstay of our digital assets for recording pictorial memories in our lives. As a matter of fact, most consumers cannot afford the time to annotate and organize their personal digital photos, they would face genuine problem of accessing them effectively and efficiently. More often than not, consumers wish to share a selective summary of their images with their relatives and friends, increasingly using remote repository services and messaging services (emails, multimedia message service). In this paper, we address this issue with automatic organization based on analysis of time stamps and image content to facilitate browsing and summarization of personal digital photos. In particular, both photo creation time and image content are exploited to efficiently partition related images in two stages. From the partitions, key photos are selected to represent the partition based on content analysis and then collated to generate a summary, which can be enjoyed as a slide show for visual communication. We demonstrate our approach on genuine heterogeneous personal digital photos with encouraging results. We also develop a photo summarization application with multimedia message service on Nokia 7650 camera phone emulator.
Keywords
cameras; content management; document image processing; automatic summarization; digital cameras; personal digital photos; photo summarization application; sizable personal digital image libraries; visual communication; Clustering algorithms; Clustering methods; Costs; Digital cameras; Digital images; Digital recording; Hidden Markov models; Image analysis; Message service; Software libraries;
fLanguage
English
Publisher
ieee
Conference_Titel
Information, Communications and Signal Processing, 2003 and Fourth Pacific Rim Conference on Multimedia. Proceedings of the 2003 Joint Conference of the Fourth International Conference on
Print_ISBN
0-7803-8185-8
Type
conf
DOI
10.1109/ICICS.2003.1292724
Filename
1292724
Link To Document