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author:

Huang, J. (Huang, J..) [1] | Gao, C. (Gao, C..) [2] | Zheng, Q. (Zheng, Q..) [3] | Yan, Y. (Yan, Y..) [4] | Ren, Y. (Ren, Y..) [5]

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Abstract:

In this paper we describe our approaches to the high-level feature extraction task in TRECVID 2009. Our semantic detection system is based on 6 basic low-level features as well as merged features. We have experimented with several fusion strategies, especially the low-level feature concatenation and Borda fusion. Our experiments showed that the second Borda fusion could increase the number of the true shots returned, but not inevitably improve the mean inferred average precision. Experiments also revealed that the selection of various low-level features and fusion schemes is very crucial for achieving a good system performance. The description of our 6 runs for the high-level feature detection is as follows.

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  • [ 1 ] [Huang, J.]College of Mathematics and Computer Science, Fuzhou University, Fuzhou, Fujian 350108, China
  • [ 2 ] [Gao, C.]College of Mathematics and Computer Science, Fuzhou University, Fuzhou, Fujian 350108, China
  • [ 3 ] [Zheng, Q.]College of Mathematics and Computer Science, Fuzhou University, Fuzhou, Fujian 350108, China
  • [ 4 ] [Yan, Y.]College of Mathematics and Computer Science, Fuzhou University, Fuzhou, Fujian 350108, China
  • [ 5 ] [Ren, Y.]College of Mathematics and Computer Science, Fuzhou University, Fuzhou, Fujian 350108, China

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2009 TREC Video Retrieval Evaluation Notebook Papers

Year: 2009

Language: English

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