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2003 | OriginalPaper | Buchkapitel

IR Pedestrian Detection for Advanced Driver Assistance Systems

verfasst von : M. Bertozzi, A. Broggi, M. Carletti, A. Fascioli, T. Graf, P. Grisleri, M. Meinecke

Erschienen in: Pattern Recognition

Verlag: Springer Berlin Heidelberg

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This paper describes a system for pedestrian detection in infrared images implemented and tested on an experimental vehicle. A specific stabilization procedure is applied after image acquisition and before processing to cope with vehicle movements affecting the camera calibration. The localization of pedestrians is based on the search for warm symmetrical objects with specific size and aspect ratio. A set of filters is used to reduce false detections. The final validation process relies on the human shape’s morphological characteristics.

Metadaten
Titel
IR Pedestrian Detection for Advanced Driver Assistance Systems
verfasst von
M. Bertozzi
A. Broggi
M. Carletti
A. Fascioli
T. Graf
P. Grisleri
M. Meinecke
Copyright-Jahr
2003
Verlag
Springer Berlin Heidelberg
DOI
https://doi.org/10.1007/978-3-540-45243-0_74