Moving objects self-generated illumination variations removal for automatic video-surveillance systems

Lucio Marcenaro; Luca Marchesotti; Carlo S Regazzoni

doi:10.1117/12.503230

23 June 2003 Moving objects self-generated illumination variations removal for automatic video-surveillance systems

Lucio Marcenaro, Luca Marchesotti, Carlo S Regazzoni

Proceedings Volume 5150, Visual Communications and Image Processing 2003; (2003) https://doi.org/10.1117/12.503230
Event: Visual Communications and Image Processing 2003, 2003, Lugano, Switzerland

Abstract

This paper proposes novel technique for elimination of moving objects self-generated illumination variations with respect to a fixed reference frame (background). In particular, proposed techniques can be used by a video-based surveillance system able to automatically detect potentially dangerous or particular situations happening within a guarded area. Proposed techniques are based on chromatic properties of cast shadows and illumination and achieved results demonstrate that the proposed approach can greatly improve performances of a video-surveillance system in term of the precision of detected objects. Presented processing techniques are necessary in the case of a real system that must be able to work with good performances twenty-four hours a day.

Citation Download Citation

Lucio Marcenaro, Luca Marchesotti, and Carlo S Regazzoni "Moving objects self-generated illumination variations removal for automatic video-surveillance systems", Proc. SPIE 5150, Visual Communications and Image Processing 2003, (23 June 2003); https://doi.org/10.1117/12.503230

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KEYWORDS

Image processing

Surveillance systems

Detection and tracking algorithms

Surveillance

Video surveillance

Video

Video processing

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