Video-Based Surveillance Systems 2002
DOI: 10.1007/978-1-4615-0913-4_12
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The Sakbot System for Moving Object Detection and Tracking

Abstract: Abstract:This paper presents Sakbot, a system for moving object detection in traffic monitoring and video surveillance applications. The system is endowed with robust and efficient detection techniques, which main features are the statistical and knowledge-based background update and the use of HSV color information for shadow suppression. Tracking is provided by a symbolic reasoning module allowing flexible object tracking over a variety of different applications. This system proves effective on many differen… Show more

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Cited by 54 publications
(26 citation statements)
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“…(Cucchiara et al, 2001)), which use on/off decision processes at each pixel, and statistical approaches (see (Mikic et al, 2000)) which contain probability density functions to describe the shadow-membership of a give image point. The classification of the methods whether they are deterministic or statistical depends often only on interpretation, since deterministic decisions can be done using probabilistic functions also.…”
Section: Basic Notesmentioning
confidence: 99%
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“…(Cucchiara et al, 2001)), which use on/off decision processes at each pixel, and statistical approaches (see (Mikic et al, 2000)) which contain probability density functions to describe the shadow-membership of a give image point. The classification of the methods whether they are deterministic or statistical depends often only on interpretation, since deterministic decisions can be done using probabilistic functions also.…”
Section: Basic Notesmentioning
confidence: 99%
“…While shadow may darken the 'luminance' values of the pixels significantly the changes in the 'chrominances' is usually small. In (Cucchiara et al, 2001), the hue difference was considered as a zero-mean noise factor. This approach is sometimes inaccurate, for example outdoors, due to the ambient light of the blue sky, the shadow shifts to the 'blue' color domain (Fig 1, third column).…”
Section: Constant Ratio Rule In Different Color Spacesmentioning
confidence: 99%
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“…Here we present the process used for the segmentation of image areas affected by cast shadows and highlights, based in the previous work from [6].…”
Section: Shadow and Highlight Detectionmentioning
confidence: 99%