A NOVEL APPROACH TO ANNOTATE AND SERACH THE PERSONAL IMAGES FROM THE WEB

MOHAMMAD YASREBI, MORTAZA ZOLFPOUR-AROKHLO

Abstract


Now a day we are facing the increase in the quantity of digital photos in the web further more numerous web sites hosting various images of individuals & groups, as an illustration we can point to the most popular ones like Flickr™ & the FaceBook™. But the drawback we are encountering is annotation of those photos which is done based on visual features of the issue. In this article we are proposing a new approach to use the existing images in Photo sharing & social networking web sites originated from human annotation which makes us capable of searching family member’s pictures in the most possible efficient trend. The offered algorithm is based on the familial ties which make it possible to access distant members of an individual’s family via his/her close relatives regarding the fact that the applicant must run his /her search through the cannel of close family members. Our empirical evaluation highlighted the fact that this approach can be considered as another step forward to help people in their search for their beloved ones.

Keywords


Semantic annotation, multimedia, personal image, social network, folksonomy

References


Ja Hwung-su; Chien Lee Chou; Ching-Yung Lin; Vinsent S-Tseng. Effective semantic annotation by image-to-concept distribution model., 2011.IEEE.

Brendan Elliott; Z. Meral Ozsoyoglu. Annotation suggestion and search for multimedia objects on the web. CIVR 2008,Niagara falls, Ontario, Canada.

J. Golbeck; A. Alford; R. Alford; J. Hendler. Organization and Structure of Information using Semantic Web Technologies, in Handbook of Human Factors in Web Design, Robert W. Proctor and Kim-Phuong L. Vu (eds.). Lawrence Erlbaum Associates, NJ: 2004.

Jia-Yu Pan; Hyung-Jeong Yang; Christos Faloutsos; Pinar Duygulu. GCap: Graph-based Automatic Image Captioning. MDDE 2004.

Jia-Yu Pan; Hyung-Jeong Yang; Christos Faloutsos; Pinar Duygulu. Automatic Multimedia Cross-modal Correlation Discovery. KDD’04.

J. Li; J. Z. Wang, 2006. Real-time computerized annotation of pictures. In Proceedings of the 14th Annual ACM international Conference on Multimedia (MULTIMEDIA ‘06), 2006, pp. 911-920.

X. Lu; P. Mitra; J. Z. Wang; C. L. Giles. 2006. Automatic categorization of figures in scientific documents. In Proceedings of the 6th ACM/IEEE-CS Joint Conference on Digital Libraries (JCDL '06), 2006, pp. 129-138.

E. Izquierdo; A. Dorado. Climbing the Semantic Ladder: Towards Semantic Semi--Automatic Image Annotation using MPEG—7 Descriptor Schemas. In Proceedings of the Seventh international Workshop on Computer Architecture For Machine Perception (Camp'05), 2005.

M. Naaman; R. B. Yeh; H. Garcia-Molina; A. Paepcke. Leveraging Context to Resolve Identity in Photo Albums, Proceedings of Fifth ACM/IEEE-CS Joint Conference on Digital Libraries (JCDL), 2005.

A. Graham; H. Garcia-Molina; A. Paepcke; T. Winograd. 2002. Time as essence for photo browsing through personal digital libraries. In Proceedings of the 2nd ACM/IEEE-CS Joint Conference on Digital Libraries (JCDL ‘02), 2002, pp. 326-335.

B Shevade; H Sundaram; Min Yen-Kan. A Collaborative Annotation Framework. ICME 2005, pp. 1346-1349.


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