High Scale Fuzzy Video Mining
نویسندگان
چکیده
In this chapter, we focus on the use of Forests of Fuzzy Decision Trees (FFDT) in a video mining application. We discuss how to learn from a high scale video data sets and how to use the trained FFDTs to detect concepts in a high number of video shots. Moreover, we study the effect of the size of the forest on the performance; and of the use of fuzzy logic during the classification process. The experiments are performed on a well-know non-video dataset and on a real TV quality video benchmark.
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تاریخ انتشار 2009