Moving shadow detection in video using cepstrum
International Journal of Advanced Robotic Systems
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Moving shadows constitute problems in various applications such as image segmentation and object tracking. The main cause of these problems is the misclassification of the shadow pixels as target pixels. Therefore, the use of an accurate and reliable shadow detection method is essential to realize intelligent video processing applications. In this paper, a cepstrum-based method for moving shadow detection is presented. The proposed method is tested on outdoor and indoor video sequences using well-known benchmark test sets. To show the improvements over previous approaches, quantitative metrics are introduced and comparisons based on these metrics are made. © 2013 Cogun and Cetin; licensee InTech.
Intelligent video processing
Moving shadow detection
Video signal processing
Published Version (Please cite this version)http://dx.doi.org/10.5772/52942
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Cogun, Fuat; Çetin, A. Enis (Springer, 2010-09)Moving shadows constitute problems in various applications such as image segmentation and object tracking. Main cause of these problems is the misclassification of the shadow pixels as target pixels. Therefore, the use of ...
Töreyin, B. Uğur; Çetin, A. Enis (SPIE, 2009-04)Shadows constitute a problem in many moving object detection and tracking algorithms in video. Usually, moving shadow regions lead to larger regions for detected objects. Shadow pixels have almost the same chromaticity as ...
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