Multi-View Automatic Target Recognition using Joint Sparse Representation

@article{Zhang2012MultiViewAT,
  title={Multi-View Automatic Target Recognition using Joint Sparse Representation},
  author={Haichao Zhang and Nasser M. Nasrabadi and Yanning Zhang and Thomas S. Huang},
  journal={IEEE Transactions on Aerospace and Electronic Systems},
  year={2012},
  volume={48},
  pages={2481-2497}
}
We introduce a novel joint sparse representation based multi-view automatic target recognition (ATR) method, which can not only handle multi-view ATR without knowing the pose but also has the advantage of exploiting the correlations among the multiple views of the same physical target for a single joint recognition decision. Extensive experiments have been carried out on moving and stationary target acquisition and recognition (MSTAR) public database to evaluate the proposed method compared… CONTINUE READING
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