University of Bahrain
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Archival and Retrieval of Lost Objects using Multi-feature Image Matching in Mobile Applications

Show simple item record Ghazal,Mohammed Alkhalil,Yasmina Ali,Samr Samir Haneefa ,Fasila Rashed, Eman 2018-07-24T09:51:11Z 2018-07-24T09:51:11Z 2016
dc.identifier.issn 2210-142X
dc.description.abstract The rapid development of mobile computing technologies, as well as enhanced wireless communications, has paved the way for the development of the e-Government and m-Government systems. With the aim of increasing the accessibility of government services, such systems are still proven to be under-utilized, especially in the area of retrieving lost personal objects. In this paper, we propose a multiplatform mobile application for reporting and retrieval of lost objects in an efficient manner, rather than going through a manual procedure of filling up forms. The backend sever runs an object retrieval algorithm on the reported lost and found objects in the database, which is comprised of a textual search, a geographic information system filter, an image matching algorithm using Speeded Up Robust Features, followed by color validation using L*a*b* color space. Experiments have been performed on 40 lost objects against the database of 50 found objects with the accuracy of 95%, while providing a precision value of 100% and a 90% of recall. The efficiency and overall good performance of the proposed system can help in reducing the manual labor, as well as in providing fast feedback to the users. en_US
dc.language.iso en en_US
dc.publisher University of Bahrain en_US
dc.rights Attribution-NonCommercial-ShareAlike 4.0 International *
dc.rights.uri *
dc.subject Mobile archival en_US
dc.subject Lost item retrieval en_US
dc.subject Matching objects en_US
dc.subject SURF algorithm en_US
dc.title Archival and Retrieval of Lost Objects using Multi-feature Image Matching in Mobile Applications en_US
dc.type Article en_US
dc.volume 05
dc.issue 01
dc.source.title International Journal of Computing and Digital Systems
dc.abbreviatedsourcetitle IJCDS

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