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Porikli, Fatih
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Background modeling and foreground detection for video surveillance
Bouwmans T., Porikli F., Höferlin B., Vacavant A., Chapman & Hall/CRC, Boca Raton, FL, 2014. 631 pp. Type: Book (978-1-482205-37-4)
Providing a complete and extensive presentation of up-to-date video surveillance image processing techniques used for background modeling/removal and foreground object detection/tracking, this is an absolute “must-read book&a...
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Jun 9 2015
Classification and boosting with multiple collaborative representations
Chi Y., Porikli F. IEEE Transactions on Pattern Analysis and Machine Intelligence 36(8): 1519-1531, 2014. Type: Article
The multiclass classification problem is decomposed into two parts in this paper. The first step is to find a collaborative representation. The idea here is that a collaborative representation sees an example as a mixture of samples fr...
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Apr 7 2015
Video analytics for business intelligence
Shan C., Porikli F., Xiang T., Gong S., Springer Publishing Company, Incorporated, New York, NY, 2012. 388 pp. Type: Book (978-3-642285-97-4)
Both video analytics and business intelligence are relatively new areas of research. They are also some of the most active areas. Video analytics is concerned with visual analysis (similar to image understanding). The application of su...
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Nov 7 2012
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