DocumentCode :
3206740
Title :
A system for distributed image acquisition, content-analysis and similarity retrieval
Author :
Noorzaie, Ibrahim ; Aslandogan, Alp ; Celebi, M. Emre
Author_Institution :
Dept. of Comput. Sci. & Eng., Texas Univ., Arlington, TX, USA
fYear :
2004
fDate :
8-10 Nov. 2004
Firstpage :
168
Lastpage :
173
Abstract :
Emergence of mobile communications devices capable of acquiring high-resolution images and sensor devices with communication capabilities contributes to the increasing feasibility of remote screening of various medical and environmental conditions. In this work we present a system that supports remote acquisition of images and similarity retrieval from a centralized database after automatic content analysis. The system supports remote image acquisition by a device such as a smart phone, wireless PDA or digital camera, and communication via the Internet. While the system architecture is generic to accommodate various uses, we have implemented a prototype for the remote screening of skin lesion images. Accordingly, the system incorporates content analysis modules such as a segmentation module, shape analyzers and a shape-feature based similarity computation module. The whole process is automated: clients use a Web interface to submit a query image, which goes through an automated analysis procedure and produces an interactive report containing similar images and a risk analysis report. Immediate application areas include distributed detection and monitoring of environmental hazards, recognition of biochemical security threats and medical conditions.
Keywords :
Internet; content-based retrieval; image recognition; image retrieval; mobile communication; mobile computing; visual databases; Web interface; automatic content-analysis; biochemical security threat; centralized database; distributed detection; distributed image acquisition; environmental hazards; high-resolution images; mobile communication devices; query image; remote image acquisition; risk analysis report; skin lesion images; Biomedical imaging; Content based retrieval; Image analysis; Image databases; Image retrieval; Image sensors; Information retrieval; Mobile communication; Risk analysis; Smart phones;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Information Reuse and Integration, 2004. IRI 2004. Proceedings of the 2004 IEEE International Conference on
Print_ISBN :
0-7803-8819-4
Type :
conf
DOI :
10.1109/IRI.2004.1431455
Filename :
1431455
Link To Document :
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