Browsing 09 Engineering by Author "Jan Tony"

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Browsing 09 Engineering by Author "Jan Tony"

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  • Combining Analytic Models with Neural Networks 
    Jan Tony (The Institute of Electrical and Electronic Engineers Inc (IEEE), 2003)
    In this paper, an ensemble of models is introduced which combines a linear parametric model and a nonlinear nonparametric model such as Artificial Neural Network (ANN). This model aims to embody the desirable charactenstics ...
  • Stochastic Boats Generated Acoustic Target Signal Detection in Time-Frequency Domain 
    Piccardi Massimo; Cheng Eric; Jan Tony (The Institute of Electrical and Electronic Engineers Inc (IEEE), 2004)
    This paper is devoted to theoretic algorithms development and experimental research of automatic target detection of acoustic signals, especially for boats generated signals. In this paper, an observation space is created ...
  • Video Object Encoder using Region-of-interest-based Neural Network Classifiers 
    Jan Tony (The Institute of Electrical and Electronic Engineers Inc (IEEE), 2003)
    In this paper, a hybrid classifier is introduced which combines a linear discriminant classifier and a nonlinear nonparametric neural network based classifier such as the Radial Basis Function Neural Networks. This ...