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Hidden Markov Models (HMMs) have been widely used in landmine detection with Ground Penetrating Radar (GPR) data; however, to the best of our knowledge, there are no other studies that investigated the simultaneous learning of the features and the HMM parameters. In this paper, we present a novel method based on Gibbs sampling that both learns a feature extraction model as well as an HMM model. The...
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