Titlebook: Intelligent Multimedia Processing with Soft Computing; Yap-Peng Tan,Kim Hui Yap,Lipo Wang Book 2005 Springer-Verlag Berlin Heidelberg 2005

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An Efficient Genetic Algorithm for Small Search Range Problems and Its Applications,tions is quite different from that of their traditional counterparts. To fill this gap, a lightweight genetic search algorithm is presented to provide an efficient way for generating near optimal solutions for these kinds of applications. The control overheads of the lightweight genetic search algor

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Probabilistic Fusion of Sorted Score Sequences for Robust Speaker Verification, Results show that data-dependent fusion of speaker’s scores is significantly better than the conventional score averaging approach. It was also found that the proposed fusion algorithm can be further enhanced by sorting the score sequences before they are probabilistically combined.

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Adaptive Noise Cancellation Using Online Self-Enhanced Fuzzy Filters with Applications to Multimedins arbitrarily, an online clustering method is applied to ensure reasonable representation of input terms. It not only ensures proper feature representation, but also optimizes the structure of the filter by reducing the number of fuzzy rules. Moreover, the filter is adaptively tuned to be optimal b

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Intelligent Multimedia Processing with Soft Computing978-3-540-32367-9Series ISSN 1434-9922 Series E-ISSN 1860-0808

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Rate-Distortion Optimal Video Summarization and Coding,ns, in security, military, and entertainment applications. In this chapter we formulate and solve the video summarization problems as rate-distortion optimization problems. Effective new summarization distortion metric is developed. Several optimal algorithms are presented along with some effective heuristic solutions.