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Robust human intrusion detection technique using hue-saturation histograms

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posted on 2023-06-08, 05:28 authored by Waqas Hassan, Bhargav Mitra, Nagachetan BangaloreManjunathamurthy, Phil BirchPhil Birch, Rupert YoungRupert Young, Chris ChatwinChris Chatwin
A robust human intrusion detection technique using hue-saturation histograms is presented in this paper. Initially a region of interest (ROI) is manually identified in the scene viewed by a single fixed CCTV camera. All objects in the ROI are automatically demarcated from the background using brightness and chromaticity distortion parameters. The segmented objects are then tracked using correlation between hue-saturation based bivariate distributions. The technique has been applied on all the 'Sterile Zone' sequences of the United Kingdom Home Office iLIDS dataset and its performance is evaluated with over 70% positive results.

History

Publication status

  • Published

Volume

8055

Presentation Type

  • paper

Event name

SPIE Defense, Security + Sensing 2011

Event type

conference

Department affiliated with

  • Informatics Publications

Full text available

  • No

Peer reviewed?

  • Yes

Legacy Posted Date

2012-02-06

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