NDLI: Enhancing Environmental Surveillance Against Organised Crime with Radial Basis Neural Networks

Content Provider	IEEE Xplore Digital Library
Author	Napoli, C. Tramontana, E. Wozniak, M.
Copyright Year	2015
Description	Author affiliation: Inst. of Math., Silesian Univ. of Technol., Gliwice, Poland (Wozniak, M.) \|\| Dept. of Math. & Inf., Univ. of Catania, Catania, Italy (Napoli, C.; Tramontana, E.)
Abstract	A huge amount of data concerning the position of individual is often gathered in surveillance scenarios, to prevent crimes or to collect evidence of unlawful behaviour. Given the abundance of data available, detectives need advanced analysis means in order to set apart the interesting locations. This paper proposes a solution that makes use of radial basis neural networks to find the points of interests, i.e. Locations that have been used for meeting, for surveilled people whose paths have been traced. In our solution newly gathered data will be analysed in order to find points of interest, and will also be given to our neural network for further training. Our results show that the proposed approach is accurate enough and can improve the unaided search for meeting points between observed individuals.
Starting Page	1476
Ending Page	1483
File Size	341190
Page Count	8
File Format	PDF
ISBN	9781479975600
DOI	10.1109/SSCI.2015.209
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2015-12-07
Publisher Place	South Africa
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Training Surveillance Neurons Radial basis function networks Standards Global Positioning System
Content Type	Text
Resource Type	Article

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1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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