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IEICET
2010

Probabilistic BPRRC: Robust Change Detection against Illumination Changes and Background Movements

8 years 9 months ago
Probabilistic BPRRC: Robust Change Detection against Illumination Changes and Background Movements
This paper presents PrBPRRC (Probabilistic Bipolar Radial Reach Correlation), a change detection method that is robust against illumination changes and background movements. Most of the traditional change detection methods are robust against either illumination changes or background movements; BPRRC is one of the illumination-robust change detection methods. We introduce a probabilistic background texture model into BPRRC and add the robustness against background movements and foreground invasions such as moving cars, walking pedestrians, swaying trees , and falling snow. We show the superiority of our PrBPRRC under the environment with illumination changes and background movements by using public datasets: ATON Highway data, Karlsruhe traffic sequence data, and PETS 2007 data.
Kentaro Yokoi
Added 26 Jan 2011
Updated 26 Jan 2011
Type Journal
Year 2010
Where IEICET
Authors Kentaro Yokoi
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