DocumentCode :
606458
Title :
Location-dependent content-based image retrieval system based on a P2P mobile agent framework
Author :
Ariyoshi, Yusuke ; Kamahara, Junzo ; Tanaka, Nobuyuki ; Hirayama, Katsutoshi ; Nagamatsu, Takashi ; Teranishi, Yuuichi
Author_Institution :
Fac. of Econ., Manage. & Inf. Sci., Onomichi City Univ. Onomichi, Onomichi, Japan
fYear :
2013
fDate :
18-22 March 2013
Firstpage :
72
Lastpage :
77
Abstract :
In this article, we propose a geoconscious content-based image retrieval system based on a P2P mobile agent framework. This system retrieves similar photographs from an image database of location-dependent photographs (e.g., photos of buildings, landmarks, etc.), which use GPS positions for geo-tagging. The P2P mobile agent framework supports intelligent agents. This agent searches similar content image using a query photograph by traversing the P2P network, instead of the mobile device issuing the query. In this paper, we describe the design of the proposed system and a portion of its implementation. This prototype system produces a new peer and rearranges the placement of image agents among peers for workload balancing. Furthermore, we provide the experimental results of our implementation for managing location-dependent image agents, which are clustered with peers in a distributed Delaunay network.
Keywords :
Global Positioning System; content-based retrieval; geographic information systems; image retrieval; mesh generation; mobile agents; peer-to-peer computing; visual databases; GPS positions; P2P mobile agent framework; P2P network; content image; distributed Delaunay network; geo-tagging; geoconscious content-based image retrieval system; image database; intelligent agents; location-dependent content-based image retrieval system; location-dependent image agents; location-dependent photographs; mobile device; query photograph; workload balancing; Geology; Global Positioning System; Image retrieval; Kernel; Mobile agents; Peer-to-peer computing; Content-Based Image Retrieval; Delaunay network; Geo-tagging; Geoconscious; Geolocation; P2P;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Pervasive Computing and Communications Workshops (PERCOM Workshops), 2013 IEEE International Conference on
Conference_Location :
San Diego, CA
Print_ISBN :
978-1-4673-5075-4
Electronic_ISBN :
978-1-4673-5076-1
Type :
conf
DOI :
10.1109/PerComW.2013.6529459
Filename :
6529459
Link To Document :
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